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Binary files a/docs/build/.doctrees/references/multiview_platform.tests.test_utils.doctree and b/docs/build/.doctrees/references/multiview_platform.tests.test_utils.doctree differ
diff --git a/docs/build/.doctrees/tutorials/example1.doctree b/docs/build/.doctrees/tutorials/example1.doctree
index f8fe56cace334a07eddde256184e9520ba1e09f4..478416f114e3db65707f4a31115ef156e8870513 100644
Binary files a/docs/build/.doctrees/tutorials/example1.doctree and b/docs/build/.doctrees/tutorials/example1.doctree differ
diff --git a/docs/build/.doctrees/tutorials/example2.doctree b/docs/build/.doctrees/tutorials/example2.doctree
index 68a21000041b1853016788b610bcf86387f4d139..cfbdafe63870b335e9c9ffcd86192b7390389353 100644
Binary files a/docs/build/.doctrees/tutorials/example2.doctree and b/docs/build/.doctrees/tutorials/example2.doctree differ
diff --git a/docs/build/.doctrees/tutorials/index.doctree b/docs/build/.doctrees/tutorials/index.doctree
index ac02460c2ef7370030b3a31f035a9bd0173186d9..65c4af16d43a3bb210a8210644c232bef1422813 100644
Binary files a/docs/build/.doctrees/tutorials/index.doctree and b/docs/build/.doctrees/tutorials/index.doctree differ
diff --git a/docs/build/.doctrees/tutorials/installation.doctree b/docs/build/.doctrees/tutorials/installation.doctree
index 65aa42d37dc0a5d154639237c0abdcbefa92b445..3b53a546f8286ceee9dec082bb5e8077fb7c3a50 100644
Binary files a/docs/build/.doctrees/tutorials/installation.doctree and b/docs/build/.doctrees/tutorials/installation.doctree differ
diff --git a/docs/build/_static/basic.css b/docs/build/_static/basic.css
index 0b79414a16adfcf062bf14fc3c040bc335eb79ad..01192852b5c92c13a1cb27c0d2f84aee037691bc 100644
--- a/docs/build/_static/basic.css
+++ b/docs/build/_static/basic.css
@@ -4,7 +4,7 @@
*
* Sphinx stylesheet -- basic theme.
*
- * :copyright: Copyright 2007-2016 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
* :license: BSD, see LICENSE for details.
*
*/
@@ -81,10 +81,26 @@ div.sphinxsidebar input {
font-size: 1em;
}
+div.sphinxsidebar #searchbox form.search {
+ overflow: hidden;
+}
+
div.sphinxsidebar #searchbox input[type="text"] {
- width: 170px;
+ float: left;
+ width: 80%;
+ padding: 0.25em;
+ box-sizing: border-box;
}
+div.sphinxsidebar #searchbox input[type="submit"] {
+ float: left;
+ width: 20%;
+ border-left: none;
+ padding: 0.25em;
+ box-sizing: border-box;
+}
+
+
img {
border: 0;
max-width: 100%;
@@ -122,6 +138,8 @@ ul.keywordmatches li.goodmatch a {
table.contentstable {
width: 90%;
+ margin-left: auto;
+ margin-right: auto;
}
table.contentstable p.biglink {
@@ -149,9 +167,14 @@ table.indextable td {
vertical-align: top;
}
-table.indextable dl, table.indextable dd {
+table.indextable ul {
margin-top: 0;
margin-bottom: 0;
+ list-style-type: none;
+}
+
+table.indextable > tbody > tr > td > ul {
+ padding-left: 0em;
}
table.indextable tr.pcap {
@@ -183,8 +206,20 @@ div.genindex-jumpbox {
padding: 0.4em;
}
+/* -- domain module index --------------------------------------------------- */
+
+table.modindextable td {
+ padding: 2px;
+ border-collapse: collapse;
+}
+
/* -- general body styles --------------------------------------------------- */
+div.body {
+ min-width: 450px;
+ max-width: 800px;
+}
+
div.body p, div.body dd, div.body li, div.body blockquote {
-moz-hyphens: auto;
-ms-hyphens: auto;
@@ -196,6 +231,16 @@ a.headerlink {
visibility: hidden;
}
+a.brackets:before,
+span.brackets > a:before{
+ content: "[";
+}
+
+a.brackets:after,
+span.brackets > a:after {
+ content: "]";
+}
+
h1:hover > a.headerlink,
h2:hover > a.headerlink,
h3:hover > a.headerlink,
@@ -217,10 +262,6 @@ div.body td {
text-align: left;
}
-.field-list ul {
- padding-left: 1em;
-}
-
.first {
margin-top: 0 !important;
}
@@ -248,6 +289,12 @@ img.align-center, .figure.align-center, object.align-center {
margin-right: auto;
}
+img.align-default, .figure.align-default {
+ display: block;
+ margin-left: auto;
+ margin-right: auto;
+}
+
.align-left {
text-align: left;
}
@@ -256,6 +303,10 @@ img.align-center, .figure.align-center, object.align-center {
text-align: center;
}
+.align-default {
+ text-align: center;
+}
+
.align-right {
text-align: right;
}
@@ -322,6 +373,16 @@ table.docutils {
border-collapse: collapse;
}
+table.align-center {
+ margin-left: auto;
+ margin-right: auto;
+}
+
+table.align-default {
+ margin-left: auto;
+ margin-right: auto;
+}
+
table caption span.caption-number {
font-style: italic;
}
@@ -337,10 +398,6 @@ table.docutils td, table.docutils th {
border-bottom: 1px solid #aaa;
}
-table.field-list td, table.field-list th {
- border: 0 !important;
-}
-
table.footnote td, table.footnote th {
border: 0 !important;
}
@@ -359,6 +416,16 @@ table.citation td {
border-bottom: none;
}
+th > p:first-child,
+td > p:first-child {
+ margin-top: 0px;
+}
+
+th > p:last-child,
+td > p:last-child {
+ margin-bottom: 0px;
+}
+
/* -- figures --------------------------------------------------------------- */
div.figure {
@@ -377,6 +444,34 @@ div.figure p.caption span.caption-number {
div.figure p.caption span.caption-text {
}
+/* -- field list styles ----------------------------------------------------- */
+
+table.field-list td, table.field-list th {
+ border: 0 !important;
+}
+
+.field-list ul {
+ margin: 0;
+ padding-left: 1em;
+}
+
+.field-list p {
+ margin: 0;
+}
+
+.field-name {
+ -moz-hyphens: manual;
+ -ms-hyphens: manual;
+ -webkit-hyphens: manual;
+ hyphens: manual;
+}
+
+/* -- hlist styles ---------------------------------------------------------- */
+
+table.hlist td {
+ vertical-align: top;
+}
+
/* -- other body styles ----------------------------------------------------- */
@@ -400,11 +495,58 @@ ol.upperroman {
list-style: upper-roman;
}
+li > p:first-child {
+ margin-top: 0px;
+}
+
+li > p:last-child {
+ margin-bottom: 0px;
+}
+
+dl.footnote > dt,
+dl.citation > dt {
+ float: left;
+}
+
+dl.footnote > dd,
+dl.citation > dd {
+ margin-bottom: 0em;
+}
+
+dl.footnote > dd:after,
+dl.citation > dd:after {
+ content: "";
+ clear: both;
+}
+
+dl.field-list {
+ display: grid;
+ grid-template-columns: fit-content(30%) auto;
+}
+
+dl.field-list > dt {
+ font-weight: bold;
+ word-break: break-word;
+ padding-left: 0.5em;
+ padding-right: 5px;
+}
+
+dl.field-list > dt:after {
+ content: ":";
+}
+
+dl.field-list > dd {
+ padding-left: 0.5em;
+ margin-top: 0em;
+ margin-left: 0em;
+ margin-bottom: 0em;
+}
+
dl {
margin-bottom: 15px;
}
-dd p {
+dd > p:first-child {
margin-top: 0px;
}
@@ -418,24 +560,19 @@ dd {
margin-left: 30px;
}
-dt:target, .highlighted {
+dt:target, span.highlighted {
background-color: #fbe54e;
}
+rect.highlighted {
+ fill: #fbe54e;
+}
+
dl.glossary dt {
font-weight: bold;
font-size: 1.1em;
}
-.field-list ul {
- margin: 0;
- padding-left: 1em;
-}
-
-.field-list p {
- margin: 0;
-}
-
.optional {
font-size: 1.3em;
}
@@ -482,6 +619,12 @@ dl.glossary dt {
font-style: oblique;
}
+.classifier:before {
+ font-style: normal;
+ margin: 0.5em;
+ content: ":";
+}
+
abbr, acronym {
border-bottom: dotted 1px;
cursor: help;
@@ -529,6 +672,10 @@ div.code-block-caption + div > div.highlight > pre {
margin-top: 0;
}
+div.doctest > div.highlight span.gp { /* gp: Generic.Prompt */
+ user-select: none;
+}
+
div.code-block-caption span.caption-number {
padding: 0.1em 0.3em;
font-style: italic;
@@ -592,6 +739,16 @@ span.eqno {
float: right;
}
+span.eqno a.headerlink {
+ position: relative;
+ left: 0px;
+ z-index: 1;
+}
+
+div.math:hover a.headerlink {
+ visibility: visible;
+}
+
/* -- printout stylesheet --------------------------------------------------- */
@media print {
diff --git a/docs/build/_static/classic.css b/docs/build/_static/classic.css
index d98894b3f666966797bc7444b3c43bfcfa4e1bc1..b4fd80f29ef10477ef0046a2ad9bcc70e7977d74 100644
--- a/docs/build/_static/classic.css
+++ b/docs/build/_static/classic.css
@@ -1,10 +1,10 @@
/*
- * default.css_t
+ * classic.css_t
* ~~~~~~~~~~~~~
*
- * Sphinx stylesheet -- default theme.
+ * Sphinx stylesheet -- classic theme.
*
- * :copyright: Copyright 2007-2016 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
* :license: BSD, see LICENSE for details.
*
*/
@@ -13,6 +13,11 @@
/* -- page layout ----------------------------------------------------------- */
+html {
+ /* CSS hack for macOS's scrollbar (see #1125) */
+ background-color: #FFFFFF;
+}
+
body {
font-family: sans-serif;
font-size: 100%;
@@ -233,7 +238,7 @@ code {
font-size: 0.95em;
}
-th {
+th, dl.field-list > dt {
background-color: #ede;
}
diff --git a/docs/build/_static/doctools.js b/docs/build/_static/doctools.js
index 816349563588e87ca99c7cf2d6e54268e52e761d..daccd209dab05a75f5627390e37a6b764e93f547 100644
--- a/docs/build/_static/doctools.js
+++ b/docs/build/_static/doctools.js
@@ -4,7 +4,7 @@
*
* Sphinx JavaScript utilities for all documentation.
*
- * :copyright: Copyright 2007-2016 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
* :license: BSD, see LICENSE for details.
*
*/
@@ -45,7 +45,7 @@ jQuery.urlencode = encodeURIComponent;
* it will always return arrays of strings for the value parts.
*/
jQuery.getQueryParameters = function(s) {
- if (typeof s == 'undefined')
+ if (typeof s === 'undefined')
s = document.location.search;
var parts = s.substr(s.indexOf('?') + 1).split('&');
var result = {};
@@ -66,29 +66,54 @@ jQuery.getQueryParameters = function(s) {
* span elements with the given class name.
*/
jQuery.fn.highlightText = function(text, className) {
- function highlight(node) {
- if (node.nodeType == 3) {
+ function highlight(node, addItems) {
+ if (node.nodeType === 3) {
var val = node.nodeValue;
var pos = val.toLowerCase().indexOf(text);
- if (pos >= 0 && !jQuery(node.parentNode).hasClass(className)) {
- var span = document.createElement("span");
- span.className = className;
+ if (pos >= 0 &&
+ !jQuery(node.parentNode).hasClass(className) &&
+ !jQuery(node.parentNode).hasClass("nohighlight")) {
+ var span;
+ var isInSVG = jQuery(node).closest("body, svg, foreignObject").is("svg");
+ if (isInSVG) {
+ span = document.createElementNS("http://www.w3.org/2000/svg", "tspan");
+ } else {
+ span = document.createElement("span");
+ span.className = className;
+ }
span.appendChild(document.createTextNode(val.substr(pos, text.length)));
node.parentNode.insertBefore(span, node.parentNode.insertBefore(
document.createTextNode(val.substr(pos + text.length)),
node.nextSibling));
node.nodeValue = val.substr(0, pos);
+ if (isInSVG) {
+ var rect = document.createElementNS("http://www.w3.org/2000/svg", "rect");
+ var bbox = node.parentElement.getBBox();
+ rect.x.baseVal.value = bbox.x;
+ rect.y.baseVal.value = bbox.y;
+ rect.width.baseVal.value = bbox.width;
+ rect.height.baseVal.value = bbox.height;
+ rect.setAttribute('class', className);
+ addItems.push({
+ "parent": node.parentNode,
+ "target": rect});
+ }
}
}
else if (!jQuery(node).is("button, select, textarea")) {
jQuery.each(node.childNodes, function() {
- highlight(this);
+ highlight(this, addItems);
});
}
}
- return this.each(function() {
- highlight(this);
+ var addItems = [];
+ var result = this.each(function() {
+ highlight(this, addItems);
});
+ for (var i = 0; i < addItems.length; ++i) {
+ jQuery(addItems[i].parent).before(addItems[i].target);
+ }
+ return result;
};
/*
@@ -124,28 +149,30 @@ var Documentation = {
this.fixFirefoxAnchorBug();
this.highlightSearchWords();
this.initIndexTable();
-
+ if (DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) {
+ this.initOnKeyListeners();
+ }
},
/**
* i18n support
*/
TRANSLATIONS : {},
- PLURAL_EXPR : function(n) { return n == 1 ? 0 : 1; },
+ PLURAL_EXPR : function(n) { return n === 1 ? 0 : 1; },
LOCALE : 'unknown',
// gettext and ngettext don't access this so that the functions
// can safely bound to a different name (_ = Documentation.gettext)
gettext : function(string) {
var translated = Documentation.TRANSLATIONS[string];
- if (typeof translated == 'undefined')
+ if (typeof translated === 'undefined')
return string;
- return (typeof translated == 'string') ? translated : translated[0];
+ return (typeof translated === 'string') ? translated : translated[0];
},
ngettext : function(singular, plural, n) {
var translated = Documentation.TRANSLATIONS[singular];
- if (typeof translated == 'undefined')
+ if (typeof translated === 'undefined')
return (n == 1) ? singular : plural;
return translated[Documentation.PLURALEXPR(n)];
},
@@ -180,7 +207,7 @@ var Documentation = {
* see: https://bugzilla.mozilla.org/show_bug.cgi?id=645075
*/
fixFirefoxAnchorBug : function() {
- if (document.location.hash)
+ if (document.location.hash && $.browser.mozilla)
window.setTimeout(function() {
document.location.href += '';
}, 10);
@@ -216,7 +243,7 @@ var Documentation = {
var src = $(this).attr('src');
var idnum = $(this).attr('id').substr(7);
$('tr.cg-' + idnum).toggle();
- if (src.substr(-9) == 'minus.png')
+ if (src.substr(-9) === 'minus.png')
$(this).attr('src', src.substr(0, src.length-9) + 'plus.png');
else
$(this).attr('src', src.substr(0, src.length-8) + 'minus.png');
@@ -248,7 +275,7 @@ var Documentation = {
var path = document.location.pathname;
var parts = path.split(/\//);
$.each(DOCUMENTATION_OPTIONS.URL_ROOT.split(/\//), function() {
- if (this == '..')
+ if (this === '..')
parts.pop();
});
var url = parts.join('/');
@@ -256,10 +283,11 @@ var Documentation = {
},
initOnKeyListeners: function() {
- $(document).keyup(function(event) {
+ $(document).keydown(function(event) {
var activeElementType = document.activeElement.tagName;
// don't navigate when in search box or textarea
- if (activeElementType !== 'TEXTAREA' && activeElementType !== 'INPUT' && activeElementType !== 'SELECT') {
+ if (activeElementType !== 'TEXTAREA' && activeElementType !== 'INPUT' && activeElementType !== 'SELECT'
+ && !event.altKey && !event.ctrlKey && !event.metaKey && !event.shiftKey) {
switch (event.keyCode) {
case 37: // left
var prevHref = $('link[rel="prev"]').prop('href');
@@ -284,4 +312,4 @@ _ = Documentation.gettext;
$(document).ready(function() {
Documentation.init();
-});
\ No newline at end of file
+});
diff --git a/docs/build/_static/file.png b/docs/build/_static/file.png
index 254c60bfbe2715ae2edca48ebccfd074deb8031d..a858a410e4faa62ce324d814e4b816fff83a6fb3 100644
Binary files a/docs/build/_static/file.png and b/docs/build/_static/file.png differ
diff --git a/docs/build/_static/jquery.js b/docs/build/_static/jquery.js
index ab28a24729b320bffd3d2f60302af949db39ab85..a1c07fd803b5fc9c54f44e31123ae4fa11e134b0 100644
--- a/docs/build/_static/jquery.js
+++ b/docs/build/_static/jquery.js
@@ -1,4 +1,2 @@
-/*! jQuery v1.11.1 | (c) 2005, 2014 jQuery Foundation, Inc. | jquery.org/license */
-!function(a,b){"object"==typeof module&&"object"==typeof module.exports?module.exports=a.document?b(a,!0):function(a){if(!a.document)throw new Error("jQuery requires a window with a document");return b(a)}:b(a)}("undefined"!=typeof window?window:this,function(a,b){var c=[],d=c.slice,e=c.concat,f=c.push,g=c.indexOf,h={},i=h.toString,j=h.hasOwnProperty,k={},l="1.11.1",m=function(a,b){return new m.fn.init(a,b)},n=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g,o=/^-ms-/,p=/-([\da-z])/gi,q=function(a,b){return b.toUpperCase()};m.fn=m.prototype={jquery:l,constructor:m,selector:"",length:0,toArray:function(){return d.call(this)},get:function(a){return null!=a?0>a?this[a+this.length]:this[a]:d.call(this)},pushStack:function(a){var b=m.merge(this.constructor(),a);return b.prevObject=this,b.context=this.context,b},each:function(a,b){return m.each(this,a,b)},map:function(a){return this.pushStack(m.map(this,function(b,c){return a.call(b,c,b)}))},slice:function(){return this.pushStack(d.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(a){var b=this.length,c=+a+(0>a?b:0);return this.pushStack(c>=0&&b>c?[this[c]]:[])},end:function(){return this.prevObject||this.constructor(null)},push:f,sort:c.sort,splice:c.splice},m.extend=m.fn.extend=function(){var a,b,c,d,e,f,g=arguments[0]||{},h=1,i=arguments.length,j=!1;for("boolean"==typeof g&&(j=g,g=arguments[h]||{},h++),"object"==typeof g||m.isFunction(g)||(g={}),h===i&&(g=this,h--);i>h;h++)if(null!=(e=arguments[h]))for(d in e)a=g[d],c=e[d],g!==c&&(j&&c&&(m.isPlainObject(c)||(b=m.isArray(c)))?(b?(b=!1,f=a&&m.isArray(a)?a:[]):f=a&&m.isPlainObject(a)?a:{},g[d]=m.extend(j,f,c)):void 0!==c&&(g[d]=c));return g},m.extend({expando:"jQuery"+(l+Math.random()).replace(/\D/g,""),isReady:!0,error:function(a){throw new 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diff --git a/docs/build/_static/minus.png b/docs/build/_static/minus.png
index 0f22b16b038f9578a40314ff2b5acb88402a1496..d96755fdaf8bb2214971e0db9c1fd3077d7c419d 100644
Binary files a/docs/build/_static/minus.png and b/docs/build/_static/minus.png differ
diff --git a/docs/build/_static/plus.png b/docs/build/_static/plus.png
index 0cfe084cfc8d10d7151a0f00faee3667afe0b24b..7107cec93a979b9a5f64843235a16651d563ce2d 100644
Binary files a/docs/build/_static/plus.png and b/docs/build/_static/plus.png differ
diff --git a/docs/build/_static/searchtools.js b/docs/build/_static/searchtools.js
index a51e0dc5b6ab26465274ba8810118382bc597652..ab56499655111429619df63a1dc6687646d22a3e 100644
--- a/docs/build/_static/searchtools.js
+++ b/docs/build/_static/searchtools.js
@@ -1,231 +1,54 @@
/*
- * searchtools.js_t
+ * searchtools.js
* ~~~~~~~~~~~~~~~~
*
* Sphinx JavaScript utilities for the full-text search.
*
- * :copyright: Copyright 2007-2016 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
* :license: BSD, see LICENSE for details.
*
*/
-
-/* Non-minified version JS is _stemmer.js if file is provided */
-/**
- * Porter Stemmer
- */
-var Stemmer = function() {
-
- var step2list = {
- ational: 'ate',
- tional: 'tion',
- enci: 'ence',
- anci: 'ance',
- izer: 'ize',
- bli: 'ble',
- alli: 'al',
- entli: 'ent',
- eli: 'e',
- ousli: 'ous',
- ization: 'ize',
- ation: 'ate',
- ator: 'ate',
- alism: 'al',
- iveness: 'ive',
- fulness: 'ful',
- ousness: 'ous',
- aliti: 'al',
- iviti: 'ive',
- biliti: 'ble',
- logi: 'log'
- };
-
- var step3list = {
- icate: 'ic',
- ative: '',
- alize: 'al',
- iciti: 'ic',
- ical: 'ic',
- ful: '',
- ness: ''
+if (!Scorer) {
+ /**
+ * Simple result scoring code.
+ */
+ var Scorer = {
+ // Implement the following function to further tweak the score for each result
+ // The function takes a result array [filename, title, anchor, descr, score]
+ // and returns the new score.
+ /*
+ score: function(result) {
+ return result[4];
+ },
+ */
+
+ // query matches the full name of an object
+ objNameMatch: 11,
+ // or matches in the last dotted part of the object name
+ objPartialMatch: 6,
+ // Additive scores depending on the priority of the object
+ objPrio: {0: 15, // used to be importantResults
+ 1: 5, // used to be objectResults
+ 2: -5}, // used to be unimportantResults
+ // Used when the priority is not in the mapping.
+ objPrioDefault: 0,
+
+ // query found in title
+ title: 15,
+ partialTitle: 7,
+ // query found in terms
+ term: 5,
+ partialTerm: 2
};
+}
- var c = "[^aeiou]"; // consonant
- var v = "[aeiouy]"; // vowel
- var C = c + "[^aeiouy]*"; // consonant sequence
- var V = v + "[aeiou]*"; // vowel sequence
-
- var mgr0 = "^(" + C + ")?" + V + C; // [C]VC... is m>0
- var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$"; // [C]VC[V] is m=1
- var mgr1 = "^(" + C + ")?" + V + C + V + C; // [C]VCVC... is m>1
- var s_v = "^(" + C + ")?" + v; // vowel in stem
-
- this.stemWord = function (w) {
- var stem;
- var suffix;
- var firstch;
- var origword = w;
-
- if (w.length < 3)
- return w;
-
- var re;
- var re2;
- var re3;
- var re4;
-
- firstch = w.substr(0,1);
- if (firstch == "y")
- w = firstch.toUpperCase() + w.substr(1);
-
- // Step 1a
- re = /^(.+?)(ss|i)es$/;
- re2 = /^(.+?)([^s])s$/;
-
- if (re.test(w))
- w = w.replace(re,"$1$2");
- else if (re2.test(w))
- w = w.replace(re2,"$1$2");
-
- // Step 1b
- re = /^(.+?)eed$/;
- re2 = /^(.+?)(ed|ing)$/;
- if (re.test(w)) {
- var fp = re.exec(w);
- re = new RegExp(mgr0);
- if (re.test(fp[1])) {
- re = /.$/;
- w = w.replace(re,"");
- }
- }
- else if (re2.test(w)) {
- var fp = re2.exec(w);
- stem = fp[1];
- re2 = new RegExp(s_v);
- if (re2.test(stem)) {
- w = stem;
- re2 = /(at|bl|iz)$/;
- re3 = new RegExp("([^aeiouylsz])\\1$");
- re4 = new RegExp("^" + C + v + "[^aeiouwxy]$");
- if (re2.test(w))
- w = w + "e";
- else if (re3.test(w)) {
- re = /.$/;
- w = w.replace(re,"");
- }
- else if (re4.test(w))
- w = w + "e";
- }
- }
-
- // Step 1c
- re = /^(.+?)y$/;
- if (re.test(w)) {
- var fp = re.exec(w);
- stem = fp[1];
- re = new RegExp(s_v);
- if (re.test(stem))
- w = stem + "i";
- }
-
- // Step 2
- re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/;
- if (re.test(w)) {
- var fp = re.exec(w);
- stem = fp[1];
- suffix = fp[2];
- re = new RegExp(mgr0);
- if (re.test(stem))
- w = stem + step2list[suffix];
- }
-
- // Step 3
- re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/;
- if (re.test(w)) {
- var fp = re.exec(w);
- stem = fp[1];
- suffix = fp[2];
- re = new RegExp(mgr0);
- if (re.test(stem))
- w = stem + step3list[suffix];
- }
-
- // Step 4
- re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/;
- re2 = /^(.+?)(s|t)(ion)$/;
- if (re.test(w)) {
- var fp = re.exec(w);
- stem = fp[1];
- re = new RegExp(mgr1);
- if (re.test(stem))
- w = stem;
- }
- else if (re2.test(w)) {
- var fp = re2.exec(w);
- stem = fp[1] + fp[2];
- re2 = new RegExp(mgr1);
- if (re2.test(stem))
- w = stem;
- }
-
- // Step 5
- re = /^(.+?)e$/;
- if (re.test(w)) {
- var fp = re.exec(w);
- stem = fp[1];
- re = new RegExp(mgr1);
- re2 = new RegExp(meq1);
- re3 = new RegExp("^" + C + v + "[^aeiouwxy]$");
- if (re.test(stem) || (re2.test(stem) && !(re3.test(stem))))
- w = stem;
- }
- re = /ll$/;
- re2 = new RegExp(mgr1);
- if (re.test(w) && re2.test(w)) {
- re = /.$/;
- w = w.replace(re,"");
- }
-
- // and turn initial Y back to y
- if (firstch == "y")
- w = firstch.toLowerCase() + w.substr(1);
- return w;
+if (!splitQuery) {
+ function splitQuery(query) {
+ return query.split(/\s+/);
}
}
-
-
-/**
- * Simple result scoring code.
- */
-var Scorer = {
- // Implement the following function to further tweak the score for each result
- // The function takes a result array [filename, title, anchor, descr, score]
- // and returns the new score.
- /*
- score: function(result) {
- return result[4];
- },
- */
-
- // query matches the full name of an object
- objNameMatch: 11,
- // or matches in the last dotted part of the object name
- objPartialMatch: 6,
- // Additive scores depending on the priority of the object
- objPrio: {0: 15, // used to be importantResults
- 1: 5, // used to be objectResults
- 2: -5}, // used to be unimportantResults
- // Used when the priority is not in the mapping.
- objPrioDefault: 0,
-
- // query found in title
- title: 15,
- // query found in terms
- term: 5
-};
-
-
/**
* Search Module
*/
@@ -235,6 +58,19 @@ var Search = {
_queued_query : null,
_pulse_status : -1,
+ htmlToText : function(htmlString) {
+ var htmlElement = document.createElement('span');
+ htmlElement.innerHTML = htmlString;
+ $(htmlElement).find('.headerlink').remove();
+ docContent = $(htmlElement).find('[role=main]')[0];
+ if(docContent === undefined) {
+ console.warn("Content block not found. Sphinx search tries to obtain it " +
+ "via '[role=main]'. Could you check your theme or template.");
+ return "";
+ }
+ return docContent.textContent || docContent.innerText;
+ },
+
init : function() {
var params = $.getQueryParameters();
if (params.q) {
@@ -299,7 +135,7 @@ var Search = {
this.out = $('#search-results');
this.title = $('<h2>' + _('Searching') + '</h2>').appendTo(this.out);
this.dots = $('<span></span>').appendTo(this.title);
- this.status = $('<p style="display: none"></p>').appendTo(this.out);
+ this.status = $('<p class="search-summary"> </p>').appendTo(this.out);
this.output = $('<ul class="search"/>').appendTo(this.out);
$('#search-progress').text(_('Preparing search...'));
@@ -317,14 +153,13 @@ var Search = {
*/
query : function(query) {
var i;
- var stopwords = ["a","and","are","as","at","be","but","by","for","if","in","into","is","it","near","no","not","of","on","or","such","that","the","their","then","there","these","they","this","to","was","will","with"];
// stem the searchterms and add them to the correct list
var stemmer = new Stemmer();
var searchterms = [];
var excluded = [];
var hlterms = [];
- var tmp = query.split(/\W+/);
+ var tmp = splitQuery(query);
var objectterms = [];
for (i = 0; i < tmp.length; i++) {
if (tmp[i] !== "") {
@@ -338,6 +173,10 @@ var Search = {
}
// stem the word
var word = stemmer.stemWord(tmp[i].toLowerCase());
+ // prevent stemmer from cutting word smaller than two chars
+ if(word.length < 3 && tmp[i].length >= 3) {
+ word = tmp[i];
+ }
var toAppend;
// select the correct list
if (word[0] == '-') {
@@ -411,7 +250,9 @@ var Search = {
if (results.length) {
var item = results.pop();
var listItem = $('<li style="display:none"></li>');
- if (DOCUMENTATION_OPTIONS.FILE_SUFFIX === '') {
+ var requestUrl = "";
+ var linkUrl = "";
+ if (DOCUMENTATION_OPTIONS.BUILDER === 'dirhtml') {
// dirhtml builder
var dirname = item[0] + '/';
if (dirname.match(/\/index\/$/)) {
@@ -419,15 +260,17 @@ var Search = {
} else if (dirname == 'index/') {
dirname = '';
}
- listItem.append($('<a/>').attr('href',
- DOCUMENTATION_OPTIONS.URL_ROOT + dirname +
- highlightstring + item[2]).html(item[1]));
+ requestUrl = DOCUMENTATION_OPTIONS.URL_ROOT + dirname;
+ linkUrl = requestUrl;
+
} else {
// normal html builders
- listItem.append($('<a/>').attr('href',
- item[0] + DOCUMENTATION_OPTIONS.FILE_SUFFIX +
- highlightstring + item[2]).html(item[1]));
+ requestUrl = DOCUMENTATION_OPTIONS.URL_ROOT + item[0] + DOCUMENTATION_OPTIONS.FILE_SUFFIX;
+ linkUrl = item[0] + DOCUMENTATION_OPTIONS.LINK_SUFFIX;
}
+ listItem.append($('<a/>').attr('href',
+ linkUrl +
+ highlightstring + item[2]).html(item[1]));
if (item[3]) {
listItem.append($('<span> (' + item[3] + ')</span>'));
Search.output.append(listItem);
@@ -435,7 +278,7 @@ var Search = {
displayNextItem();
});
} else if (DOCUMENTATION_OPTIONS.HAS_SOURCE) {
- $.ajax({url: DOCUMENTATION_OPTIONS.URL_ROOT + '_sources/' + item[0] + '.txt',
+ $.ajax({url: requestUrl,
dataType: "text",
complete: function(jqxhr, textstatus) {
var data = jqxhr.responseText;
@@ -474,6 +317,7 @@ var Search = {
*/
performObjectSearch : function(object, otherterms) {
var filenames = this._index.filenames;
+ var docnames = this._index.docnames;
var objects = this._index.objects;
var objnames = this._index.objnames;
var titles = this._index.titles;
@@ -484,12 +328,13 @@ var Search = {
for (var prefix in objects) {
for (var name in objects[prefix]) {
var fullname = (prefix ? prefix + '.' : '') + name;
- if (fullname.toLowerCase().indexOf(object) > -1) {
+ var fullnameLower = fullname.toLowerCase()
+ if (fullnameLower.indexOf(object) > -1) {
var score = 0;
- var parts = fullname.split('.');
+ var parts = fullnameLower.split('.');
// check for different match types: exact matches of full name or
// "last name" (i.e. last dotted part)
- if (fullname == object || parts[parts.length - 1] == object) {
+ if (fullnameLower == object || parts[parts.length - 1] == object) {
score += Scorer.objNameMatch;
// matches in last name
} else if (parts[parts.length - 1].indexOf(object) > -1) {
@@ -527,7 +372,7 @@ var Search = {
} else {
score += Scorer.objPrioDefault;
}
- results.push([filenames[match[0]], fullname, '#'+anchor, descr, score]);
+ results.push([docnames[match[0]], fullname, '#'+anchor, descr, score, filenames[match[0]]]);
}
}
}
@@ -539,6 +384,7 @@ var Search = {
* search for full-text terms in the index
*/
performTermsSearch : function(searchterms, excluded, terms, titleterms) {
+ var docnames = this._index.docnames;
var filenames = this._index.filenames;
var titles = this._index.titles;
@@ -555,6 +401,19 @@ var Search = {
{files: terms[word], score: Scorer.term},
{files: titleterms[word], score: Scorer.title}
];
+ // add support for partial matches
+ if (word.length > 2) {
+ for (var w in terms) {
+ if (w.match(word) && !terms[word]) {
+ _o.push({files: terms[w], score: Scorer.partialTerm})
+ }
+ }
+ for (var w in titleterms) {
+ if (w.match(word) && !titleterms[word]) {
+ _o.push({files: titleterms[w], score: Scorer.partialTitle})
+ }
+ }
+ }
// no match but word was a required one
if ($u.every(_o, function(o){return o.files === undefined;})) {
@@ -574,7 +433,7 @@ var Search = {
for (j = 0; j < _files.length; j++) {
file = _files[j];
if (!(file in scoreMap))
- scoreMap[file] = {}
+ scoreMap[file] = {};
scoreMap[file][word] = o.score;
}
});
@@ -582,7 +441,7 @@ var Search = {
// create the mapping
for (j = 0; j < files.length; j++) {
file = files[j];
- if (file in fileMap)
+ if (file in fileMap && fileMap[file].indexOf(word) === -1)
fileMap[file].push(word);
else
fileMap[file] = [word];
@@ -594,8 +453,12 @@ var Search = {
var valid = true;
// check if all requirements are matched
- if (fileMap[file].length != searchterms.length)
- continue;
+ var filteredTermCount = // as search terms with length < 3 are discarded: ignore
+ searchterms.filter(function(term){return term.length > 2}).length
+ if (
+ fileMap[file].length != searchterms.length &&
+ fileMap[file].length != filteredTermCount
+ ) continue;
// ensure that none of the excluded terms is in the search result
for (i = 0; i < excluded.length; i++) {
@@ -613,7 +476,7 @@ var Search = {
// select one (max) score for the file.
// for better ranking, we should calculate ranking by using words statistics like basic tf-idf...
var score = $u.max($u.map(fileMap[file], function(w){return scoreMap[file][w]}));
- results.push([filenames[file], titles[file], '', null, score]);
+ results.push([docnames[file], titles[file], '', null, score, filenames[file]]);
}
}
return results;
@@ -626,7 +489,8 @@ var Search = {
* words. the first one is used to find the occurrence, the
* latter for highlighting it.
*/
- makeSearchSummary : function(text, keywords, hlwords) {
+ makeSearchSummary : function(htmlText, keywords, hlwords) {
+ var text = Search.htmlToText(htmlText);
var textLower = text.toLowerCase();
var start = 0;
$.each(keywords, function() {
@@ -648,4 +512,4 @@ var Search = {
$(document).ready(function() {
Search.init();
-});
\ No newline at end of file
+});
diff --git a/docs/build/_static/sidebar.js b/docs/build/_static/sidebar.js
index 4282fe91c1c15c33f77bd171b8965d3aa1c148e9..657f8be523d9347a131f6cd79399bec5aaa872b5 100644
--- a/docs/build/_static/sidebar.js
+++ b/docs/build/_static/sidebar.js
@@ -16,7 +16,7 @@
* Once the browser is closed the cookie is deleted and the position
* reset to the default (expanded).
*
- * :copyright: Copyright 2007-2016 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
* :license: BSD, see LICENSE for details.
*
*/
diff --git a/docs/build/analyzeresult.html b/docs/build/analyzeresult.html
index 0c2b51ebbbc049cf60eb98a047c2d41b0166bcc3..3296c15955c057c7d44789dc79df87cf4dd45f89 100644
--- a/docs/build/analyzeresult.html
+++ b/docs/build/analyzeresult.html
@@ -1,33 +1,23 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Result analysis module — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Result analysis module — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="_static/classic.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: './',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="_static/jquery.js"></script>
- <script type="text/javascript" src="_static/underscore.js"></script>
- <script type="text/javascript" src="_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
+ <script src="_static/jquery.js"></script>
+ <script src="_static/underscore.js"></script>
+ <script src="_static/doctools.js"></script>
+ <script src="_static/language_data.js"></script>
+ <script src="_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="genindex.html" />
- <link rel="search" title="Search" href="search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="index.html" />
- </head>
- <body role="document">
+ <link rel="search" title="Search" href="search.html" />
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -37,7 +27,7 @@
<li class="right" >
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -59,20 +49,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="_sources/analyzeresult.txt"
+ <li><a href="_sources/analyzeresult.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -86,12 +76,12 @@
<li class="right" >
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/api.html b/docs/build/api.html
index c7cd0a27de8bf7cba54ec00730c784c2861fae30..4ed7126374f6f1a22298069c9f612e9e205c0d45 100644
--- a/docs/build/api.html
+++ b/docs/build/api.html
@@ -1,33 +1,23 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Multiview Platform — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Multiview Platform — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="_static/classic.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: './',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="_static/jquery.js"></script>
- <script type="text/javascript" src="_static/underscore.js"></script>
- <script type="text/javascript" src="_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
+ <script src="_static/jquery.js"></script>
+ <script src="_static/underscore.js"></script>
+ <script src="_static/doctools.js"></script>
+ <script src="_static/language_data.js"></script>
+ <script src="_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="genindex.html" />
- <link rel="search" title="Search" href="search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="index.html" />
- </head>
- <body role="document">
+ <link rel="search" title="Search" href="search.html" />
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -37,7 +27,7 @@
<li class="right" >
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -48,8 +38,8 @@
<div class="section" id="multiview-platform">
<h1>Multiview Platform<a class="headerlink" href="#multiview-platform" title="Permalink to this headline">¶</a></h1>
-<div class="toctree-wrapper compound" id="contents">
-<p class="caption"><span class="caption-text">Contents:</span><a class="headerlink" href="#contents" title="Permalink to this toctree">¶</a></p>
+<div class="toctree-wrapper compound">
+<p class="caption"><span class="caption-text">Contents:</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="execution.html">Welcome to the exection documentation</a></li>
<li class="toctree-l1"><a class="reference internal" href="analyzeresult.html">Result analysis module</a></li>
@@ -66,20 +56,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="_sources/api.txt"
+ <li><a href="_sources/api.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -93,12 +83,12 @@
<li class="right" >
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/execution.html b/docs/build/execution.html
index 22e4c7ac8919b4a4f0c0c4727c86b7e52c2222b5..5353134291364512c7b205cc46bb8e3b3cae9c45 100644
--- a/docs/build/execution.html
+++ b/docs/build/execution.html
@@ -1,33 +1,23 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Welcome to the exection documentation — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Welcome to the exection documentation — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="_static/classic.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: './',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="_static/jquery.js"></script>
- <script type="text/javascript" src="_static/underscore.js"></script>
- <script type="text/javascript" src="_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
+ <script src="_static/jquery.js"></script>
+ <script src="_static/underscore.js"></script>
+ <script src="_static/doctools.js"></script>
+ <script src="_static/language_data.js"></script>
+ <script src="_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="genindex.html" />
- <link rel="search" title="Search" href="search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="index.html" />
- </head>
- <body role="document">
+ <link rel="search" title="Search" href="search.html" />
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -37,7 +27,7 @@
<li class="right" >
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -60,20 +50,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="_sources/execution.txt"
+ <li><a href="_sources/execution.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -87,12 +77,12 @@
<li class="right" >
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/genindex.html b/docs/build/genindex.html
index 04538405f7c9c2ea4eaa6290b190464f2a0da261..87f5e41e6635b8d59bc7dc2ba4cf15bfa3b7ff95 100644
--- a/docs/build/genindex.html
+++ b/docs/build/genindex.html
@@ -1,34 +1,24 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Index — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Index — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="_static/classic.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: './',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="_static/jquery.js"></script>
- <script type="text/javascript" src="_static/underscore.js"></script>
- <script type="text/javascript" src="_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
+ <script src="_static/jquery.js"></script>
+ <script src="_static/underscore.js"></script>
+ <script src="_static/doctools.js"></script>
+ <script src="_static/language_data.js"></script>
+ <script src="_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="#" />
- <link rel="search" title="Search" href="search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="index.html" />
- </head>
- <body role="document">
+ <link rel="search" title="Search" href="search.html" />
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -38,7 +28,7 @@
<li class="right" >
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -73,1346 +63,1055 @@
</div>
<h2 id="A">A</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative.accepts_multi_class">accepts_multi_class() (FakeEstimNative method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim.accepts_multi_class">(FakeMCEstim method)</a>
- </dt>
-
- </dl></dd>
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.add_gaussian_noise">add_gaussian_noise() (HDF5Dataset method)</a>
- </dt>
-
-
- <dt><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics">arange_metrics() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics">[1]</a>
- </dt>
-
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative.accepts_multi_class">accepts_multi_class() (FakeEstimNative method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim.accepts_multi_class">(FakeMCEstim method)</a>
+</li>
+ </ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.add_gaussian_noise">add_gaussian_noise() (HDF5Dataset method)</a>
+</li>
+ <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics">arange_metrics() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics">[1]</a>
+</li>
+ </ul></td>
</tr></table>
<h2 id="B">B</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init">benchmark_init() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init">[1]</a>
- </dt>
-
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init">benchmark_init() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init">[1]</a>
+</li>
+ </ul></td>
</tr></table>
<h2 id="C">C</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.check_selected_label_names">check_selected_label_names() (Dataset method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.make_file_config.ConfigurationMaker">ConfigurationMaker (class in multiview_platform.mono_multi_view_classifiers.utils.make_file_config)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.confirm">confirm() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
- </dt>
-
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.copy_hdf5">copy_hdf5() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.copy_view">copy_view() (HDF5Dataset method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint">CustomRandint (class in multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform">CustomUniform (class in multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
- </dt>
-
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.check_selected_label_names">check_selected_label_names() (Dataset method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.make_file_config.ConfigurationMaker">ConfigurationMaker (class in multiview_platform.mono_multi_view_classifiers.utils.make_file_config)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.confirm">confirm() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.copy_hdf5">copy_hdf5() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.copy_view">copy_view() (HDF5Dataset method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint">CustomRandint (class in multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform">CustomUniform (class in multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
+</li>
+ </ul></td>
</tr></table>
<h2 id="D">D</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset">Dataset (class in multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.dataset">dataset (HDF5Dataset attribute)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.DatasetError">DatasetError</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.datasets_already_exist">datasets_already_exist() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.decision_function">decision_function() (OVOWrapper method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.delete_HDF5">delete_HDF5() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
- </dt>
-
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion">DifficultyFusion (class in multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion">DisagreeFusion (class in multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion.diversity_measure">diversity_measure() (DifficultyFusion method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion.diversity_measure">(DisagreeFusion method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion.diversity_measure">(DoubleFaultFusion method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion.diversity_measure">(EntropyFusion method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion">DoubleFaultFusion (class in multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion)</a>
- </dt>
-
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset">Dataset (class in multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.dataset">dataset (HDF5Dataset attribute)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.DatasetError">DatasetError</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.datasets_already_exist">datasets_already_exist() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.decision_function">decision_function() (OVOWrapper method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.delete_HDF5">delete_HDF5() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion">DifficultyFusion (class in multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion">DisagreeFusion (class in multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion.diversity_measure">diversity_measure() (DifficultyFusion method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion.diversity_measure">(DisagreeFusion method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion.diversity_measure">(DoubleFaultFusion method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion.diversity_measure">(EntropyFusion method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion">DoubleFaultFusion (class in multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion)</a>
+</li>
+ </ul></td>
</tr></table>
<h2 id="E">E</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion">EntropyFusion (class in multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion)</a>
- </dt>
-
-
- <dt><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark">exec_benchmark() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark">[1]</a>
- </dt>
-
-
- <dt><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif">exec_classif() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif">[1]</a>
- </dt>
-
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_one_benchmark_mono_core">exec_one_benchmark_mono_core() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.html#multiview_platform.execute.execute">execute() (in module multiview_platform.execute)</a>
- </dt>
-
-
- <dt><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict">extract_dict() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict">[1]</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.extract_subset">extract_subset() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
- </dt>
-
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion">EntropyFusion (class in multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion)</a>
+</li>
+ <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark">exec_benchmark() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark">[1]</a>
+</li>
+ <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif">exec_classif() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif">[1]</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_one_benchmark_mono_core">exec_one_benchmark_mono_core() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>
+</li>
+ <li><a href="references/multiview_platform.html#multiview_platform.execute.execute">execute() (in module multiview_platform.execute)</a>
+</li>
+ <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict">extract_dict() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict">[1]</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.extract_subset">extract_subset() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
+</li>
+ </ul></td>
</tr></table>
<h2 id="F">F</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.FakeArg">FakeArg (class in multiview_platform.tests.test_utils.test_execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeDset">FakeDset (class in multiview_platform.tests.test_utils.test_multiclass)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative">FakeEstimNative (class in multiview_platform.tests.test_utils.test_multiclass)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim">FakeMCEstim (class in multiview_platform.tests.test_utils.test_multiclass)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier">FakeMVClassifier (class in multiview_platform.tests.test_utils.test_multiclass)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb">FakeMVClassifierProb (class in multiview_platform.tests.test_utils.test_multiclass)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeNonProbaEstim">FakeNonProbaEstim (class in multiview_platform.tests.test_utils.test_multiclass)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim">FakeProbaEstim (class in multiview_platform.tests.test_utils.test_multiclass)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.filter">filter() (Dataset method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.filter">(HDF5Dataset method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.filter">(RAMDataset method)</a>
- </dt>
-
- </dl></dd>
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.find_dataset_names">find_dataset_names() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.fit">fit() (FakeMVClassifier method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.fit">(Grid method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.fit">(MultiviewOVOWrapper method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.fit">(MultiviewOVRWrapper method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.fit">(Random method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.fit_multiview">fit_multiview() (HPSearch method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.format_params">format_params() (in module multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.format_params">(MultiClassWrapper method)</a>
- </dt>
-
- </dl></dd>
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.FakeArg">FakeArg (class in multiview_platform.tests.test_utils.test_execution)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeDset">FakeDset (class in multiview_platform.tests.test_utils.test_multiclass)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative">FakeEstimNative (class in multiview_platform.tests.test_utils.test_multiclass)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim">FakeMCEstim (class in multiview_platform.tests.test_utils.test_multiclass)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier">FakeMVClassifier (class in multiview_platform.tests.test_utils.test_multiclass)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb">FakeMVClassifierProb (class in multiview_platform.tests.test_utils.test_multiclass)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeNonProbaEstim">FakeNonProbaEstim (class in multiview_platform.tests.test_utils.test_multiclass)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim">FakeProbaEstim (class in multiview_platform.tests.test_utils.test_multiclass)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.filter">filter() (Dataset method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.filter">(HDF5Dataset method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.filter">(RAMDataset method)</a>
+</li>
+ </ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.find_dataset_names">find_dataset_names() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.fit">fit() (FakeMVClassifier method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.fit">(Grid method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.fit">(MultiviewOVOWrapper method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.fit">(MultiviewOVRWrapper method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.fit">(Random method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.fit_multiview">fit_multiview() (HPSearch method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.format_params">format_params() (in module multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.format_params">(MultiClassWrapper method)</a>
+</li>
+ </ul></li>
+ </ul></td>
</tr></table>
<h2 id="G">G</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_argument_dictionaries">gen_argument_dictionaries() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_direcorties_names">gen_direcorties_names() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.gen_heat_maps">gen_heat_maps() (in module multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_k_folds">gen_k_folds() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.gen_report">gen_report() (HPSearch method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_monoview_arg_dictionary">gen_single_monoview_arg_dictionary() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_multiview_arg_dictionary">gen_single_multiview_arg_dictionary() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_splits">gen_splits() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_best_params">get_best_params() (HPSearch method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.get_candidate_params">get_candidate_params() (Grid method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_candidate_params">(HPSearch method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_candidate_params">(Random method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_csv">get_classic_db_csv() (in module multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_hdf5">get_classic_db_hdf5() (in module multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db)</a>
- </dt>
-
-
- <dt><a href="references/monomulti/metrics.html#multiview_platform.mono_multi_view_classifiers.metrics.framework.get_config">get_config() (in module multiview_platform.mono_multi_view_classifiers.metrics.framework)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_config">(MultiClassWrapper method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.get_database_function">get_database_function() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.get_examples_views_indices">get_examples_views_indices() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_interpretation">get_interpretation() (MultiClassWrapper method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_label_names">get_label_names() (Dataset method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_label_names">(HDF5Dataset method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_label_names">(RAMDataset method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_labels">get_labels() (Dataset method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_labels">(HDF5Dataset method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_labels">(RAMDataset method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.get_mc_estim">get_mc_estim() (in module multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_metrics_scores">get_metrics_scores() (in module multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_name">get_name() (HDF5Dataset method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_name">(RAMDataset method)</a>
- </dt>
-
- </dl></dd>
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_class">get_nb_class() (HDF5Dataset method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_class">(RAMDataset method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_nb_examples">get_nb_examples() (Dataset method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeDset.get_nb_examples">(FakeDset method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_examples">(HDF5Dataset method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_examples">(RAMDataset method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.get_nb_possibilities">get_nb_possibilities() (CustomRandint method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_param_distribs">get_param_distribs() (Random method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.get_params">get_params() (MultiviewOVOWrapper method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.get_params">(MultiviewOVRWrapper method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.get_params">(OVOWrapper method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper.get_params">(OVRWrapper method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict">get_path_dict() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict">[1]</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_plausible_db_hdf5">get_plausible_db_hdf5() (in module multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db)</a>
- </dt>
-
-
- <dt><a href="references/monomulti/metrics.html#multiview_platform.mono_multi_view_classifiers.metrics.framework.get_scorer">get_scorer() (in module multiview_platform.mono_multi_view_classifiers.metrics.framework)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_scoring">get_scoring() (HPSearch method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_shape">get_shape() (Dataset method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.configuration.get_the_args">get_the_args() (in module multiview_platform.mono_multi_view_classifiers.utils.configuration)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_total_metric_scores">get_total_metric_scores() (in module multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_v">get_v() (Dataset method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_v">(HDF5Dataset method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_v">(RAMDataset method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_dict">get_view_dict() (HDF5Dataset method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_dict">(RAMDataset method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_name">get_view_name() (HDF5Dataset method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_name">(RAMDataset method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid">Grid (class in multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
- </dt>
-
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_argument_dictionaries">gen_argument_dictionaries() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_direcorties_names">gen_direcorties_names() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.gen_heat_maps">gen_heat_maps() (in module multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_k_folds">gen_k_folds() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.gen_report">gen_report() (HPSearch method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_monoview_arg_dictionary">gen_single_monoview_arg_dictionary() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_multiview_arg_dictionary">gen_single_multiview_arg_dictionary() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_splits">gen_splits() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_best_params">get_best_params() (HPSearch method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.get_candidate_params">get_candidate_params() (Grid method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_candidate_params">(HPSearch method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_candidate_params">(Random method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_csv">get_classic_db_csv() (in module multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_hdf5">get_classic_db_hdf5() (in module multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db)</a>
+</li>
+ <li><a href="references/monomulti/metrics.html#multiview_platform.mono_multi_view_classifiers.metrics.framework.get_config">get_config() (in module multiview_platform.mono_multi_view_classifiers.metrics.framework)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_config">(MultiClassWrapper method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.get_database_function">get_database_function() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.get_examples_views_indices">get_examples_views_indices() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_interpretation">get_interpretation() (MultiClassWrapper method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_label_names">get_label_names() (Dataset method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_label_names">(HDF5Dataset method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_label_names">(RAMDataset method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_labels">get_labels() (Dataset method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_labels">(HDF5Dataset method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_labels">(RAMDataset method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.get_mc_estim">get_mc_estim() (in module multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_metrics_scores">get_metrics_scores() (in module multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_name">get_name() (HDF5Dataset method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_name">(RAMDataset method)</a>
+</li>
+ </ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_class">get_nb_class() (HDF5Dataset method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_class">(RAMDataset method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_nb_examples">get_nb_examples() (Dataset method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeDset.get_nb_examples">(FakeDset method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_examples">(HDF5Dataset method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_examples">(RAMDataset method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.get_nb_possibilities">get_nb_possibilities() (CustomRandint method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_param_distribs">get_param_distribs() (Random method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.get_params">get_params() (MultiviewOVOWrapper method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.get_params">(MultiviewOVRWrapper method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.get_params">(OVOWrapper method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper.get_params">(OVRWrapper method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict">get_path_dict() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict">[1]</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_plausible_db_hdf5">get_plausible_db_hdf5() (in module multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db)</a>
+</li>
+ <li><a href="references/monomulti/metrics.html#multiview_platform.mono_multi_view_classifiers.metrics.framework.get_scorer">get_scorer() (in module multiview_platform.mono_multi_view_classifiers.metrics.framework)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_scoring">get_scoring() (HPSearch method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_shape">get_shape() (Dataset method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.configuration.get_the_args">get_the_args() (in module multiview_platform.mono_multi_view_classifiers.utils.configuration)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_total_metric_scores">get_total_metric_scores() (in module multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_v">get_v() (Dataset method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_v">(HDF5Dataset method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_v">(RAMDataset method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_dict">get_view_dict() (HDF5Dataset method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_dict">(RAMDataset method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_name">get_view_name() (HDF5Dataset method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_name">(RAMDataset method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid">Grid (class in multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
+</li>
+ </ul></td>
</tr></table>
<h2 id="H">H</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset">HDF5Dataset (class in multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
- </dt>
-
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch">HPSearch (class in multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
- </dt>
-
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset">HDF5Dataset (class in multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch">HPSearch (class in multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
+</li>
+ </ul></td>
</tr></table>
<h2 id="I">I</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_argument_dictionaries">init_argument_dictionaries() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_attrs">init_attrs() (HDF5Dataset method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.init_attrs">(RAMDataset method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark">init_benchmark() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark">[1]</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.init_example_indces">init_example_indces() (Dataset method)</a>
- </dt>
-
-
- <dt><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs">init_kwargs() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs">[1]</a>
- </dt>
-
-
- <dt><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func">init_kwargs_func() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func">[1]</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.init_log_file">init_log_file() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
- </dt>
-
-
- <dt><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps">init_monoview_exps() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps">[1]</a>
- </dt>
-
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.init_multiple_datasets">init_multiple_datasets() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_multiview_exps">init_multiview_exps() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.init_random_state">init_random_state() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.init_stats_iter_random_states">init_stats_iter_random_states() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_view_names">init_view_names() (HDF5Dataset method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.init_views">init_views() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.input_">input_() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
- </dt>
-
-
- <dt><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in">is_dict_in() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in">[1]</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.is_just_number">is_just_number() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
- </dt>
-
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_argument_dictionaries">init_argument_dictionaries() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_attrs">init_attrs() (HDF5Dataset method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.init_attrs">(RAMDataset method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark">init_benchmark() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark">[1]</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.init_example_indces">init_example_indces() (Dataset method)</a>
+</li>
+ <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs">init_kwargs() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs">[1]</a>
+</li>
+ <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func">init_kwargs_func() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func">[1]</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.init_log_file">init_log_file() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
+</li>
+ <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps">init_monoview_exps() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps">[1]</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.init_multiple_datasets">init_multiple_datasets() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_multiview_exps">init_multiview_exps() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.init_random_state">init_random_state() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.init_stats_iter_random_states">init_stats_iter_random_states() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_view_names">init_view_names() (HDF5Dataset method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.init_views">init_views() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.input_">input_() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
+</li>
+ <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in">is_dict_in() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in">[1]</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.is_just_number">is_just_number() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
+</li>
+ </ul></td>
</tr></table>
<h2 id="M">M</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.make_me_noisy">make_me_noisy() (in module multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper">MonoviewWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper">MultiClassWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.multiview_decision_function">multiview_decision_function() (MultiviewOVOWrapper method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.html#module-multiview_platform">multiview_platform (module)</a>
- </dt>
-
-
- <dt><a href="execution.html#module-multiview_platform.execute">multiview_platform.execute (module)</a>, <a href="references/multiview_platform.html#module-multiview_platform.execute">[1]</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.html#module-multiview_platform.mono_multi_view_classifiers">multiview_platform.mono_multi_view_classifiers (module)</a>
- </dt>
-
-
- <dt><a href="references/monomulti/exec_classif.html#module-multiview_platform.mono_multi_view_classifiers.exec_classif">multiview_platform.mono_multi_view_classifiers.exec_classif (module)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.exec_classif">[1]</a>
- </dt>
-
-
- <dt><a href="references/monomulti/metrics.html#module-multiview_platform.mono_multi_view_classifiers.metrics.framework">multiview_platform.mono_multi_view_classifiers.metrics.framework (module)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers">multiview_platform.mono_multi_view_classifiers.multiview_classifiers (module)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion (module)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion (module)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion (module)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion (module)</a>
- </dt>
-
-
- <dt><a href="analyzeresult.html#module-multiview_platform.mono_multi_view_classifiers.result_analysis">multiview_platform.mono_multi_view_classifiers.result_analysis (module)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.result_analysis">[1]</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils">multiview_platform.mono_multi_view_classifiers.utils (module)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.configuration">multiview_platform.mono_multi_view_classifiers.utils.configuration (module)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.dataset">multiview_platform.mono_multi_view_classifiers.utils.dataset (module)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.execution">multiview_platform.mono_multi_view_classifiers.utils.execution (module)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db">multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db (module)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search">multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search (module)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.make_file_config">multiview_platform.mono_multi_view_classifiers.utils.make_file_config (module)</a>
- </dt>
-
-
- <dt><a href="references/monomulti/utils/multiclass.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">multiview_platform.mono_multi_view_classifiers.utils.multiclass (module)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">[1]</a>
- </dt>
-
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis">multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis (module)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.transformations">multiview_platform.mono_multi_view_classifiers.utils.transformations (module)</a>
- </dt>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.make_me_noisy">make_me_noisy() (in module multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db)</a>
+</li>
+ <li>
+ module
-
- <dt><a href="references/multiview_platform.html#module-multiview_platform.tests">multiview_platform.tests (module)</a>, <a href="references/multiview_platform.tests.html#module-multiview_platform.tests">[1]</a>
- </dt>
+ <ul>
+ <li><a href="references/multiview_platform.html#module-multiview_platform">multiview_platform</a>
+</li>
+ <li><a href="execution.html#module-multiview_platform.execute">multiview_platform.execute</a>, <a href="references/multiview_platform.html#module-multiview_platform.execute">[1]</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.html#module-multiview_platform.mono_multi_view_classifiers">multiview_platform.mono_multi_view_classifiers</a>
+</li>
+ <li><a href="references/monomulti/exec_classif.html#module-multiview_platform.mono_multi_view_classifiers.exec_classif">multiview_platform.mono_multi_view_classifiers.exec_classif</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.exec_classif">[1]</a>
+</li>
+ <li><a href="references/monomulti/metrics.html#module-multiview_platform.mono_multi_view_classifiers.metrics.framework">multiview_platform.mono_multi_view_classifiers.metrics.framework</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers">multiview_platform.mono_multi_view_classifiers.multiview_classifiers</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion</a>
+</li>
+ <li><a href="analyzeresult.html#module-multiview_platform.mono_multi_view_classifiers.result_analysis">multiview_platform.mono_multi_view_classifiers.result_analysis</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.result_analysis">[1]</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils">multiview_platform.mono_multi_view_classifiers.utils</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.configuration">multiview_platform.mono_multi_view_classifiers.utils.configuration</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.dataset">multiview_platform.mono_multi_view_classifiers.utils.dataset</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.execution">multiview_platform.mono_multi_view_classifiers.utils.execution</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db">multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search">multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.make_file_config">multiview_platform.mono_multi_view_classifiers.utils.make_file_config</a>
+</li>
+ <li><a href="references/monomulti/utils/multiclass.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">multiview_platform.mono_multi_view_classifiers.utils.multiclass</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">[1]</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis">multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.transformations">multiview_platform.mono_multi_view_classifiers.utils.transformations</a>
+</li>
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+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper">MultiClassWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
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- <dt><a href="references/multiview_platform.tests.test_metrics.html#module-multiview_platform.tests.test_metrics">multiview_platform.tests.test_metrics (module)</a>
- </dt>
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-
- <dt><a href="references/multiview_platform.tests.test_metrics.html#module-multiview_platform.tests.test_metrics.test_accuracy_score">multiview_platform.tests.test_metrics.test_accuracy_score (module)</a>
- </dt>
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- </dt>
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- <dt><a href="references/multiview_platform.tests.test_mono_view.html#module-multiview_platform.tests.test_mono_view.test_ExecClassifMonoView">multiview_platform.tests.test_mono_view.test_ExecClassifMonoView (module)</a>
- </dt>
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- <dt><a href="references/multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers">multiview_platform.tests.test_monoview_classifiers (module)</a>
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- <dt><a href="references/multiview_platform.tests.test_multiview_classifiers.html#module-multiview_platform.tests.test_multiview_classifiers">multiview_platform.tests.test_multiview_classifiers (module)</a>
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+ <li>
+ multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion
-
- <dt><a href="references/multiview_platform.tests.test_multiview_classifiers.html#module-multiview_platform.tests.test_multiview_classifiers.test_diversity_utils">multiview_platform.tests.test_multiview_classifiers.test_diversity_utils (module)</a>
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+ <li>
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+</li>
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-
- <dt><a href="references/multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_multiclass">multiview_platform.tests.test_utils.test_multiclass (module)</a>
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-
- <dt><a href="references/multiview_platform.html#module-multiview_platform.versions">multiview_platform.versions (module)</a>
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-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper">MultiviewOVOWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
- </dt>
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+ <li><a href="references/monomulti/utils/multiclass.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">module</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">[1]</a>
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-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper">MultiviewOVRWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
- </dt>
+ <ul>
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-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper">MultiviewWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
- </dt>
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+ multiview_platform.tests.test_metrics
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+ multiview_platform.tests.test_metrics.test_accuracy_score
+
+ <ul>
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+ multiview_platform.tests.test_mono_view.test_ExecClassifMonoView
+
+ <ul>
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+ <li>
+ multiview_platform.tests.test_mono_view.test_MonoviewUtils
+
+ <ul>
+ <li><a href="references/multiview_platform.tests.test_mono_view.html#module-multiview_platform.tests.test_mono_view.test_MonoviewUtils">module</a>
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+ <li>
+ multiview_platform.tests.test_monoview_classifiers
+
+ <ul>
+ <li><a href="references/multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers">module</a>
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+ multiview_platform.tests.test_monoview_classifiers.test_adaboost
+
+ <ul>
+ <li><a href="references/multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers.test_adaboost">module</a>
+</li>
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+ <li>
+ multiview_platform.tests.test_monoview_classifiers.test_compatibility
+
+ <ul>
+ <li><a href="references/multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers.test_compatibility">module</a>
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+ multiview_platform.tests.test_multiview_classifiers
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+ <ul>
+ <li><a href="references/multiview_platform.tests.test_multiview_classifiers.html#module-multiview_platform.tests.test_multiview_classifiers">module</a>
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+ multiview_platform.tests.test_multiview_classifiers.test_diversity_utils
+
+ <ul>
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+ multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure
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+ <ul>
+ <li><a href="references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure">module</a>
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+ multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule
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+ <ul>
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+ <ul>
+ <li><a href="references/multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_execution">module</a>
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+ multiview_platform.tests.test_utils.test_GetMultiviewDB
+
+ <ul>
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+ multiview_platform.tests.test_utils.test_multiclass
+
+ <ul>
+ <li><a href="references/multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_multiclass">module</a>
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+ multiview_platform.versions
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+ <li><a href="references/multiview_platform.html#module-multiview_platform.versions">module</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper">MultiviewOVOWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper">MultiviewOVRWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper">MultiviewWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
+</li>
+ </ul></td>
</tr></table>
<h2 id="N">N</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.nb_view">nb_view (HDF5Dataset attribute)</a>
- </dt>
-
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.nb_view">nb_view (HDF5Dataset attribute)</a>
+</li>
+ </ul></td>
</tr></table>
<h2 id="O">O</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper">OVOWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
- </dt>
-
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper">OVRWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
- </dt>
-
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper">OVOWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper">OVRWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
+</li>
+ </ul></td>
</tr></table>
<h2 id="P">P</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.parse_the_args">parse_the_args() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.configuration.pass_default_config">pass_default_config() (in module multiview_platform.mono_multi_view_classifiers.utils.configuration)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.predict">predict() (FakeMVClassifier method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.predict">(MultiviewOVOWrapper method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.predict">(MultiviewOVRWrapper method)</a>
- </dt>
-
- </dl></dd>
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb.predict_proba">predict_proba() (FakeMVClassifierProb method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim.predict_proba">(FakeProbaEstim method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.print_metric_score">print_metric_score() (in module multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis)</a>
- </dt>
-
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.parse_the_args">parse_the_args() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.configuration.pass_default_config">pass_default_config() (in module multiview_platform.mono_multi_view_classifiers.utils.configuration)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.predict">predict() (FakeMVClassifier method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.predict">(MultiviewOVOWrapper method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.predict">(MultiviewOVRWrapper method)</a>
+</li>
+ </ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb.predict_proba">predict_proba() (FakeMVClassifierProb method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim.predict_proba">(FakeProbaEstim method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.print_metric_score">print_metric_score() (in module multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis)</a>
+</li>
+ </ul></td>
</tr></table>
<h2 id="R">R</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset">RAMDataset (class in multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random">Random (class in multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
- </dt>
-
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.rm">rm() (HDF5Dataset method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.rvs">rvs() (CustomRandint method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform.rvs">(CustomUniform method)</a>
- </dt>
-
- </dl></dd>
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset">RAMDataset (class in multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random">Random (class in multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.rm">rm() (HDF5Dataset method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.rvs">rvs() (CustomRandint method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform.rvs">(CustomUniform method)</a>
+</li>
+ </ul></li>
+ </ul></td>
</tr></table>
<h2 id="S">S</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.configuration.save_config">save_config() (in module multiview_platform.mono_multi_view_classifiers.utils.configuration)</a>
- </dt>
-
-
- <dt><a href="references/monomulti/metrics.html#multiview_platform.mono_multi_view_classifiers.metrics.framework.score">score() (in module multiview_platform.mono_multi_view_classifiers.metrics.framework)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_metrics.html#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.score_test">score_test() (Test_accuracy_score method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_labels">select_labels() (Dataset method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_views_and_labels">select_views_and_labels() (Dataset method)</a>
- </dt>
-
-
- <dt><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.set_element">set_element() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.set_element">[1]</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.set_params">set_params() (MultiClassWrapper method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genKFolds.setUp">setUp() (Test_genKFolds method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genSplits.setUp">(Test_genSplits method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.setUp">(Test_get_classic_db_csv method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.setUp">(Test_get_classic_db_hdf5 method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.setUp">(Test_initRandomState method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.setUp">(Test_parseTheArgs method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.setUpClass">setUpClass() (multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs class method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.tests.test_metrics.html#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.setUpClass">(Test_accuracy_score method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.setUpClass">(multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants class method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest.setUpClass">(multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest class method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds.setUpClass">(multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds class method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.setUpClass">(multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5 class method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.setUpClass">(multiview_platform.tests.test_utils.test_configuration.Test_get_the_args class method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries.setUpClass">(multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries class method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.setUpClass">(multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames class method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.setUpClass">(multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction class method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.setUpClass">(multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates class method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.setUpClass">(multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit class method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.setUpClass">(multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit class method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.setUpClass">(multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim class method)</a>
- </dt>
-
- </dl></dd>
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.transformations.sign_labels">sign_labels() (in module multiview_platform.mono_multi_view_classifiers.utils.transformations)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.spear_mint">spear_mint() (in module multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
- </dt>
-
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.configuration.save_config">save_config() (in module multiview_platform.mono_multi_view_classifiers.utils.configuration)</a>
+</li>
+ <li><a href="references/monomulti/metrics.html#multiview_platform.mono_multi_view_classifiers.metrics.framework.score">score() (in module multiview_platform.mono_multi_view_classifiers.metrics.framework)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_metrics.html#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.score_test">score_test() (Test_accuracy_score method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_labels">select_labels() (Dataset method)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_views_and_labels">select_views_and_labels() (Dataset method)</a>
+</li>
+ <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.set_element">set_element() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.set_element">[1]</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.set_params">set_params() (MultiClassWrapper method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genKFolds.setUp">setUp() (Test_genKFolds method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genSplits.setUp">(Test_genSplits method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.setUp">(Test_get_classic_db_csv method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.setUp">(Test_get_classic_db_hdf5 method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.setUp">(Test_initRandomState method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.setUp">(Test_parseTheArgs method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.tests.test_metrics.html#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.setUpClass">setUpClass() (Test_accuracy_score method)</a>
+
+ <ul>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries.setUpClass">(Test_genArgumentDictionaries class method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.setUpClass">(Test_genDirecortiesNames class method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds.setUpClass">(Test_genTestFoldsPreds class method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.setUpClass">(Test_get_mc_estim class method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.setUpClass">(Test_get_plausible_db_hdf5 class method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.setUpClass">(Test_get_the_args class method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.setUpClass">(Test_getDatabaseFunction class method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.setUpClass">(Test_getHPs class method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.setUpClass">(Test_initConstants class method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.setUpClass">(Test_initStatsIterRandomStates class method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest.setUpClass">(Test_initTrainTest class method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.setUpClass">(Test_MultiviewOVOWrapper_fit class method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.setUpClass">(Test_MultiviewOVRWrapper_fit class method)</a>
+</li>
+ </ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.transformations.sign_labels">sign_labels() (in module multiview_platform.mono_multi_view_classifiers.utils.transformations)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.spear_mint">spear_mint() (in module multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
+</li>
+ </ul></td>
</tr></table>
<h2 id="T">T</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.tearDown">tearDown() (multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv class method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.tearDown">(Test_get_classic_db_hdf5 method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.tearDown">(Test_initRandomState method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.tearDownClass">tearDownClass() (multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs class method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.tearDownClass">(multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants class method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.tearDownClass">(multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5 class method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.tearDownClass">(multiview_platform.tests.test_utils.test_configuration.Test_get_the_args class method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.tests.test_metrics.html#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score">Test_accuracy_score (class in multiview_platform.tests.test_metrics.test_accuracy_score)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_all_views_asked">test_all_views_asked() (Test_get_classic_db_hdf5 method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_arguments">test_arguments() (Test_get_the_args method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_asked_the_whole_dataset">test_asked_the_whole_dataset() (Test_get_classic_db_hdf5 method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_biclass">test_biclass() (Test_get_mc_estim method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_dict_format">test_dict_format() (Test_get_the_args method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.test_empty_args">test_empty_args() (Test_parseTheArgs method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_file_loading">test_file_loading() (Test_get_the_args method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_fit">test_fit() (Test_MultiviewOVOWrapper_fit method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_fit">(Test_MultiviewOVRWrapper_fit method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries">Test_genArgumentDictionaries (class in multiview_platform.tests.test_utils.test_execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames">Test_genDirecortiesNames (class in multiview_platform.tests.test_utils.test_execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genKFolds">Test_genKFolds (class in multiview_platform.tests.test_utils.test_execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genKFolds.test_genKFolds_iter">test_genKFolds_iter() (Test_genKFolds method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genSplits">Test_genSplits (class in multiview_platform.tests.test_utils.test_execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_genSplits_no_iter">test_genSplits_no_iter() (Test_genSplits method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds">Test_genTestFoldsPreds (class in multiview_platform.tests.test_mono_view.test_MonoviewUtils)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv">Test_get_classic_db_csv (class in multiview_platform.tests.test_utils.test_GetMultiviewDB)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5">Test_get_classic_db_hdf5 (class in multiview_platform.tests.test_utils.test_GetMultiviewDB)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim">Test_get_mc_estim (class in multiview_platform.tests.test_utils.test_multiclass)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5">Test_get_plausible_db_hdf5 (class in multiview_platform.tests.test_utils.test_GetMultiviewDB)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args">Test_get_the_args (class in multiview_platform.tests.test_utils.test_configuration)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction">Test_getDatabaseFunction (class in multiview_platform.tests.test_utils.test_execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs">Test_getHPs (class in multiview_platform.tests.test_mono_view.test_ExecClassifMonoView)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_hdf5">test_hdf5() (Test_getDatabaseFunction method)</a>
- </dt>
-
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants">Test_initConstants (class in multiview_platform.tests.test_mono_view.test_ExecClassifMonoView)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initRandomState">Test_initRandomState (class in multiview_platform.tests.test_utils.test_execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates">Test_initStatsIterRandomStates (class in multiview_platform.tests.test_utils.test_execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest">Test_initTrainTest (class in multiview_platform.tests.test_mono_view.test_ExecClassifMonoView)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_native">test_multiclass_native() (Test_get_mc_estim method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo">test_multiclass_ovo() (Test_get_mc_estim method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo_multiview">test_multiclass_ovo_multiview() (Test_get_mc_estim method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr">test_multiclass_ovr() (Test_get_mc_estim method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr_multiview">test_multiclass_ovr_multiview() (Test_get_mc_estim method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_multiple_iter">test_multiple_iter() (Test_initStatsIterRandomStates method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit">Test_MultiviewOVOWrapper_fit (class in multiview_platform.tests.test_utils.test_multiclass)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit">Test_MultiviewOVRWrapper_fit (class in multiview_platform.tests.test_utils.test_multiclass)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_one_statiter">test_one_statiter() (Test_initStatsIterRandomStates method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_ovo_no_iter">test_ovo_no_iter() (Test_genDirecortiesNames method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs">Test_parseTheArgs (class in multiview_platform.tests.test_utils.test_execution)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_plausible_hdf5">test_plausible_hdf5() (Test_getDatabaseFunction method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_predict">test_predict() (Test_MultiviewOVOWrapper_fit method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_predict">(Test_MultiviewOVRWrapper_fit method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_42">test_random_state_42() (Test_initRandomState method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_pickle">test_random_state_pickle() (Test_initRandomState method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_simple">test_simple() (Test_genSplits method)</a>
- </dt>
-
- <dd><dl>
-
- <dt><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds.test_simple">(Test_genTestFoldsPreds method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_simple">(Test_getDatabaseFunction method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.test_simple">(Test_getHPs method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.test_simple">(Test_get_classic_db_csv method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_simple">(Test_get_classic_db_hdf5 method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_simple">(Test_get_plausible_db_hdf5 method)</a>
- </dt>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.tearDown">tearDown() (Test_get_classic_db_csv class method)</a>
-
- <dt><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.test_simple">(Test_initConstants method)</a>
- </dt>
-
-
- <dt><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest.test_simple">(Test_initTrainTest method)</a>
- </dt>
-
- </dl></dd>
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_simple_ovo">test_simple_ovo() (Test_genDirecortiesNames method)</a>
- </dt>
+ <ul>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.tearDown">(Test_get_classic_db_hdf5 method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.tearDown">(Test_initRandomState method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.tearDownClass">tearDownClass() (Test_get_plausible_db_hdf5 class method)</a>
-
- <dt><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_two_class">test_two_class() (Test_get_plausible_db_hdf5 method)</a>
- </dt>
+ <ul>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.tearDownClass">(Test_get_the_args class method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.tearDownClass">(Test_getHPs class method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.tearDownClass">(Test_initConstants class method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.tests.test_metrics.html#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score">Test_accuracy_score (class in multiview_platform.tests.test_metrics.test_accuracy_score)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_all_views_asked">test_all_views_asked() (Test_get_classic_db_hdf5 method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_arguments">test_arguments() (Test_get_the_args method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_asked_the_whole_dataset">test_asked_the_whole_dataset() (Test_get_classic_db_hdf5 method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_biclass">test_biclass() (Test_get_mc_estim method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_dict_format">test_dict_format() (Test_get_the_args method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.test_empty_args">test_empty_args() (Test_parseTheArgs method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_file_loading">test_file_loading() (Test_get_the_args method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_fit">test_fit() (Test_MultiviewOVOWrapper_fit method)</a>
-
- <dt><a href="references/multiview_platform.html#multiview_platform.versions.test_versions">test_versions() (in module multiview_platform.versions)</a>
- </dt>
+ <ul>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_fit">(Test_MultiviewOVRWrapper_fit method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries">Test_genArgumentDictionaries (class in multiview_platform.tests.test_utils.test_execution)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames">Test_genDirecortiesNames (class in multiview_platform.tests.test_utils.test_execution)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genKFolds">Test_genKFolds (class in multiview_platform.tests.test_utils.test_execution)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genKFolds.test_genKFolds_iter">test_genKFolds_iter() (Test_genKFolds method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genSplits">Test_genSplits (class in multiview_platform.tests.test_utils.test_execution)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_genSplits_no_iter">test_genSplits_no_iter() (Test_genSplits method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds">Test_genTestFoldsPreds (class in multiview_platform.tests.test_mono_view.test_MonoviewUtils)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv">Test_get_classic_db_csv (class in multiview_platform.tests.test_utils.test_GetMultiviewDB)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5">Test_get_classic_db_hdf5 (class in multiview_platform.tests.test_utils.test_GetMultiviewDB)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim">Test_get_mc_estim (class in multiview_platform.tests.test_utils.test_multiclass)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5">Test_get_plausible_db_hdf5 (class in multiview_platform.tests.test_utils.test_GetMultiviewDB)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args">Test_get_the_args (class in multiview_platform.tests.test_utils.test_configuration)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction">Test_getDatabaseFunction (class in multiview_platform.tests.test_utils.test_execution)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs">Test_getHPs (class in multiview_platform.tests.test_mono_view.test_ExecClassifMonoView)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_hdf5">test_hdf5() (Test_getDatabaseFunction method)</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants">Test_initConstants (class in multiview_platform.tests.test_mono_view.test_ExecClassifMonoView)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initRandomState">Test_initRandomState (class in multiview_platform.tests.test_utils.test_execution)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates">Test_initStatsIterRandomStates (class in multiview_platform.tests.test_utils.test_execution)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest">Test_initTrainTest (class in multiview_platform.tests.test_mono_view.test_ExecClassifMonoView)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_native">test_multiclass_native() (Test_get_mc_estim method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo">test_multiclass_ovo() (Test_get_mc_estim method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo_multiview">test_multiclass_ovo_multiview() (Test_get_mc_estim method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr">test_multiclass_ovr() (Test_get_mc_estim method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr_multiview">test_multiclass_ovr_multiview() (Test_get_mc_estim method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_multiple_iter">test_multiple_iter() (Test_initStatsIterRandomStates method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit">Test_MultiviewOVOWrapper_fit (class in multiview_platform.tests.test_utils.test_multiclass)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit">Test_MultiviewOVRWrapper_fit (class in multiview_platform.tests.test_utils.test_multiclass)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_one_statiter">test_one_statiter() (Test_initStatsIterRandomStates method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_ovo_no_iter">test_ovo_no_iter() (Test_genDirecortiesNames method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs">Test_parseTheArgs (class in multiview_platform.tests.test_utils.test_execution)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_plausible_hdf5">test_plausible_hdf5() (Test_getDatabaseFunction method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_predict">test_predict() (Test_MultiviewOVOWrapper_fit method)</a>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.to_numpy_array">to_numpy_array() (Dataset method)</a>
- </dt>
+ <ul>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_predict">(Test_MultiviewOVRWrapper_fit method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_42">test_random_state_42() (Test_initRandomState method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_pickle">test_random_state_pickle() (Test_initRandomState method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_simple">test_simple() (Test_genSplits method)</a>
- </dl></td>
+ <ul>
+ <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds.test_simple">(Test_genTestFoldsPreds method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.test_simple">(Test_get_classic_db_csv method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_simple">(Test_get_classic_db_hdf5 method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_simple">(Test_get_plausible_db_hdf5 method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_simple">(Test_getDatabaseFunction method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.test_simple">(Test_getHPs method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.test_simple">(Test_initConstants method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest.test_simple">(Test_initTrainTest method)</a>
+</li>
+ </ul></li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_simple_ovo">test_simple_ovo() (Test_genDirecortiesNames method)</a>
+</li>
+ <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_two_class">test_two_class() (Test_get_plausible_db_hdf5 method)</a>
+</li>
+ <li><a href="references/multiview_platform.html#multiview_platform.versions.test_versions">test_versions() (in module multiview_platform.versions)</a>
+</li>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.to_numpy_array">to_numpy_array() (Dataset method)</a>
+</li>
+ </ul></td>
</tr></table>
<h2 id="U">U</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.transformations.unsign_labels">unsign_labels() (in module multiview_platform.mono_multi_view_classifiers.utils.transformations)</a>
- </dt>
-
- </dl></td>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.update_hdf5_dataset">update_hdf5_dataset() (HDF5Dataset method)</a>
- </dt>
-
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.transformations.unsign_labels">unsign_labels() (in module multiview_platform.mono_multi_view_classifiers.utils.transformations)</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.update_hdf5_dataset">update_hdf5_dataset() (HDF5Dataset method)</a>
+</li>
+ </ul></td>
</tr></table>
<h2 id="V">V</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%" valign="top"><dl>
-
- <dt><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.view_dict">view_dict (HDF5Dataset attribute)</a>
- </dt>
-
- </dl></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.view_dict">view_dict (HDF5Dataset attribute)</a>
+</li>
+ </ul></td>
</tr></table>
@@ -1422,19 +1121,16 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
-
-
-
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -1448,12 +1144,12 @@
<li class="right" >
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/index.html b/docs/build/index.html
index c4b7b816782a65c1a037e76a29624b59b313ed39..aeb07829fbf1099dcd5210966d2a6d8a6ed776cf 100644
--- a/docs/build/index.html
+++ b/docs/build/index.html
@@ -1,34 +1,24 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Welcome to Supervised MultiModal Integration Tool’s documentation — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Welcome to Supervised MultiModal Integration Tool’s documentation — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="_static/classic.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: './',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="_static/jquery.js"></script>
- <script type="text/javascript" src="_static/underscore.js"></script>
- <script type="text/javascript" src="_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
+ <script src="_static/jquery.js"></script>
+ <script src="_static/underscore.js"></script>
+ <script src="_static/doctools.js"></script>
+ <script src="_static/language_data.js"></script>
+ <script src="_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="genindex.html" />
<link rel="search" title="Search" href="search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="#" />
- <link rel="next" title="Supervised MultiModal Integration Tool’s Readme" href="readme_link.html" />
- </head>
- <body role="document">
+ <link rel="next" title="SuMMIT Tutorials" href="tutorials/index.html" />
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -39,9 +29,9 @@
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
<li class="right" >
- <a href="readme_link.html" title="Supervised MultiModal Integration Tool’s Readme"
+ <a href="tutorials/index.html" title="SuMMIT Tutorials"
accesskey="N">next</a> |</li>
- <li class="nav-item nav-item-0"><a href="#">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="#">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -51,18 +41,17 @@
<div class="body" role="main">
<div class="section" id="welcome-to-supervised-multimodal-integration-tool-s-documentation">
-<h1>Welcome to Supervised MultiModal Integration Tool’s documentation<a class="headerlink" href="#welcome-to-supervised-multimodal-integration-tool-s-documentation" title="Permalink to this headline">¶</a></h1>
-<p>This package has been designed as an easy-to-use platform to estimate different mono- and multi-view classifiers’ performances on a multiview dataset.</p>
+<h1>Welcome to Supervised MultiModal Integration Tool’s documentation<a class="headerlink" href="#welcome-to-supervised-multimodal-integration-tool-s-documentation" title="Permalink to this headline">¶</a></h1>
+<p>This package has been designed as an easy-to-use platform to estimate different mono- and multi-view classifiers’ performances on a multiview dataset.</p>
<p>The main advantage of the platform is that it allows to add and remove a classifier without modifying its core code (the procedure is described thoroughly in this documentation).</p>
<p>This documentation consists in a short read me, with instructions to install and get started with SuMMIT, then several use cases to discover the features, and all the documented sources.</p>
<div class="admonition note">
-<p class="first admonition-title">Note</p>
-<p class="last">The documentation, the platform and the tests are constantly being updated.
+<p class="admonition-title">Note</p>
+<p>The documentation, the platform and the tests are constantly being updated.
All the content labelled WIP is Work In Progress</p>
</div>
<div class="toctree-wrapper compound">
<ul>
-<li class="toctree-l1"><a class="reference internal" href="readme_link.html">Supervised MultiModal Integration Tool’s Readme</a></li>
<li class="toctree-l1"><a class="reference internal" href="tutorials/index.html">SuMMIT Tutorials</a></li>
<li class="toctree-l1"><a class="reference internal" href="references/multiview_platform.html">multiview_platform references</a></li>
</ul>
@@ -71,9 +60,9 @@ All the content labelled WIP is Work In Progress</p>
<div class="section" id="indices-and-tables">
<h1>Indices and tables<a class="headerlink" href="#indices-and-tables" title="Permalink to this headline">¶</a></h1>
<ul class="simple">
-<li><a class="reference internal" href="genindex.html"><span class="std std-ref">Index</span></a></li>
-<li><a class="reference internal" href="py-modindex.html"><span class="std std-ref">Module Index</span></a></li>
-<li><a class="reference internal" href="search.html"><span class="std std-ref">Search Page</span></a></li>
+<li><p><a class="reference internal" href="genindex.html"><span class="std std-ref">Index</span></a></p></li>
+<li><p><a class="reference internal" href="py-modindex.html"><span class="std std-ref">Module Index</span></a></p></li>
+<li><p><a class="reference internal" href="search.html"><span class="std std-ref">Search Page</span></a></p></li>
</ul>
</div>
@@ -83,32 +72,32 @@ All the content labelled WIP is Work In Progress</p>
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="#">Table Of Contents</a></h3>
+ <h3><a href="#">Table of Contents</a></h3>
<ul>
-<li><a class="reference internal" href="#">Welcome to Supervised MultiModal Integration Tool’s documentation</a></li>
+<li><a class="reference internal" href="#">Welcome to Supervised MultiModal Integration Tool’s documentation</a></li>
<li><a class="reference internal" href="#indices-and-tables">Indices and tables</a></li>
</ul>
<h4>Next topic</h4>
- <p class="topless"><a href="readme_link.html"
- title="next chapter">Supervised MultiModal Integration Tool’s Readme</a></p>
+ <p class="topless"><a href="tutorials/index.html"
+ title="next chapter">SuMMIT Tutorials</a></p>
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="_sources/index.txt"
+ <li><a href="_sources/index.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -123,14 +112,14 @@ All the content labelled WIP is Work In Progress</p>
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
<li class="right" >
- <a href="readme_link.html" title="Supervised MultiModal Integration Tool’s Readme"
+ <a href="tutorials/index.html" title="SuMMIT Tutorials"
>next</a> |</li>
- <li class="nav-item nav-item-0"><a href="#">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="#">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/modules.html b/docs/build/modules.html
index 884638385ef1ff13450909fe37db3b7596d6b4f4..5415841dfabcc8920fa0531e83573e109e041cc7 100644
--- a/docs/build/modules.html
+++ b/docs/build/modules.html
@@ -1,33 +1,23 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="_static/classic.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: './',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="_static/jquery.js"></script>
- <script type="text/javascript" src="_static/underscore.js"></script>
- <script type="text/javascript" src="_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
+ <script src="_static/jquery.js"></script>
+ <script src="_static/underscore.js"></script>
+ <script src="_static/doctools.js"></script>
+ <script src="_static/language_data.js"></script>
+ <script src="_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="genindex.html" />
- <link rel="search" title="Search" href="search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="index.html" />
- </head>
- <body role="document">
+ <link rel="search" title="Search" href="search.html" />
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -37,7 +27,7 @@
<li class="right" >
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -61,20 +51,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="_sources/modules.txt"
+ <li><a href="_sources/modules.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -88,12 +78,12 @@
<li class="right" >
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/objects.inv b/docs/build/objects.inv
index 420d88ace0de2d628be26eaf464b4a2e4a65b631..913e3962e732608c7ce98665384238e9ed37f0cc 100644
Binary files a/docs/build/objects.inv and b/docs/build/objects.inv differ
diff --git a/docs/build/readme_link.html b/docs/build/readme_link.html
index 690057a39149a28fb6e06f4caef02602490228ca..c005acdb3706cef1b4d507d60baac38fa86be8c0 100644
--- a/docs/build/readme_link.html
+++ b/docs/build/readme_link.html
@@ -1,35 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Supervised MultiModal Integration Tool’s Readme — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title><no title> — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="_static/classic.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: './',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="_static/jquery.js"></script>
- <script type="text/javascript" src="_static/underscore.js"></script>
- <script type="text/javascript" src="_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
+ <script src="_static/jquery.js"></script>
+ <script src="_static/underscore.js"></script>
+ <script src="_static/doctools.js"></script>
+ <script src="_static/language_data.js"></script>
+ <script src="_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="genindex.html" />
<link rel="search" title="Search" href="search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="index.html" />
<link rel="next" title="SuMMIT Tutorials" href="tutorials/index.html" />
<link rel="prev" title="Welcome to Supervised MultiModal Integration Tool’s documentation" href="index.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -45,7 +35,7 @@
<li class="right" >
<a href="index.html" title="Welcome to Supervised MultiModal Integration Tool’s documentation"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -54,96 +44,7 @@
<div class="bodywrapper">
<div class="body" role="main">
- <a class="reference external image-reference" href="http://www.gnu.org/licenses/gpl-3.0"><img alt="License: GPL v3" src="https://img.shields.io/badge/License-GPL%20v3-blue.svg" /></a>
-<a class="reference external image-reference" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/badges/develop/pipeline.svg"><img alt="Build Status" src="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/badges/develop/pipeline.svg" /></a>
-<div class="section" id="supervised-multimodal-integration-tool-s-readme">
-<h1>Supervised MultiModal Integration Tool’s Readme<a class="headerlink" href="#supervised-multimodal-integration-tool-s-readme" title="Permalink to this headline">¶</a></h1>
-<p>This project aims to be an easy-to-use solution to run a prior benchmark on a dataset and evaluate mono- & multi-view algorithms capacity to classify it correctly.</p>
-<div class="section" id="getting-started">
-<h2>Getting Started<a class="headerlink" href="#getting-started" title="Permalink to this headline">¶</a></h2>
-<div class="section" id="prerequisites-will-be-automatically-installed">
-<h3>Prerequisites (will be automatically installed)<a class="headerlink" href="#prerequisites-will-be-automatically-installed" title="Permalink to this headline">¶</a></h3>
-<p>To be able to use this project, you’ll need :</p>
-<ul class="simple">
-<li><a class="reference external" href="https://docs.python.org/3/">Python 3.6</a></li>
-</ul>
-<p>And the following python modules :</p>
-<ul class="simple">
-<li><a class="reference external" href="http://www.numpy.org/">numpy</a>, <a class="reference external" href="https://scipy.org/">scipy</a>,</li>
-<li><a class="reference external" href="http://matplotlib.org/">matplotlib</a> - Used to plot results,</li>
-<li><a class="reference external" href="http://scikit-learn.org/stable/">sklearn</a> - Used for the monoview classifiers,</li>
-<li><a class="reference external" href="https://pypi.python.org/pypi/joblib">joblib</a> - Used to compute on multiple threads,</li>
-<li><a class="reference external" href="https://www.h5py.org">h5py</a> - Used to generate HDF5 datasets on hard drive and use them to spare RAM,</li>
-<li><a class="reference external" href="https://docs.python.org/3/library/pickle.html">pickle</a> - Used to store some results,</li>
-<li><a class="reference external" href="https://pandas.pydata.org/">pandas</a> - Used to manipulate data efficiently,</li>
-<li><a class="reference external" href="https://pypi.org/project/six/">six</a> -</li>
-<li><a class="reference external" href="https://pypi.org/project/m2r/">m2r</a> - Used to generate documentation from the readme,</li>
-<li><a class="reference external" href="https://pypi.org/project/docutils/">docutils</a> - Used to generate documentation,</li>
-<li><a class="reference external" href="https://pypi.org/project/PyYAML/">pyyaml</a> - Used to read the config files,</li>
-<li><a class="reference external" href="https://plot.ly/">plotly</a> - Used to generate interactive HTML visuals,</li>
-<li><a class="reference external" href="https://pypi.org/project/tabulate/">tabulate</a> - Used to generated the confusion matrix.</li>
-</ul>
-</div>
-<div class="section" id="installing">
-<h3>Installing<a class="headerlink" href="#installing" title="Permalink to this headline">¶</a></h3>
-<p>Once you cloned the project from the <a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/">gitlab repository</a>, you just have to use :</p>
-<div class="highlight-guess"><div class="highlight"><pre><span></span><span class="err">cd path/to/summit/</span>
-<span class="err">pip install -e .</span>
-</pre></div>
-</div>
-<p>In the <code class="docutils literal"><span class="pre">summit</span></code> directory to install SuMMIT and its dependencies.</p>
-</div>
-<div class="section" id="running-on-simulated-data">
-<h3>Running on simulated data<a class="headerlink" href="#running-on-simulated-data" title="Permalink to this headline">¶</a></h3>
-<p>In order to run it you’ll need to try on <strong>simulated</strong> data with the command</p>
-<div class="highlight-python"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">multiview_platform.execute</span> <span class="kn">import</span> <span class="n">execute</span>
-<span class="n">execute</span><span class="p">(</span><span class="s2">"example 1"</span><span class="p">)</span>
-</pre></div>
-</div>
-<p>This will run the first example.</p>
-<p>For more information about the examples, see the <a class="reference external" href="http://baptiste.bauvin.pages.lis-lab.fr/summit/">documentation</a>.
-Results will be stored in the results directory of the installation path :
-<code class="docutils literal"><span class="pre">path/to/summit/multiview_platform/examples/results</span></code>.</p>
-<p>The documentation proposes a detailed interpretation of the results through <a class="reference external" href="http://baptiste.bauvin.pages.lis-lab.fr/summit/">6 tutorials</a>.</p>
-</div>
-<div class="section" id="discovering-the-arguments">
-<h3>Discovering the arguments<a class="headerlink" href="#discovering-the-arguments" title="Permalink to this headline">¶</a></h3>
-<p>All the arguments of the platform are stored in a YAML config file. Some config files are given as examples.
-The file stored in <code class="docutils literal"><span class="pre">summit/config_files/config.yml</span></code> is documented and it is highly recommended
-to read it carefully before playing around with the parameters.</p>
-<p>You can create your own configuration file. In order to run the platform with it, run :</p>
-<div class="highlight-python"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">multiview_platform.execute</span> <span class="kn">import</span> <span class="n">execute</span>
-<span class="n">execute</span><span class="p">(</span><span class="n">config_path</span><span class="o">=</span><span class="s2">"/absolute/path/to/your/config/file"</span><span class="p">)</span>
-</pre></div>
-</div>
-<p>For further information about classifier-specific arguments, see the <a class="reference external" href="http://baptiste.bauvin.pages.lis-lab.fr/summit/">documentation</a>.</p>
-</div>
-<div class="section" id="dataset-compatibility">
-<h3>Dataset compatibility<a class="headerlink" href="#dataset-compatibility" title="Permalink to this headline">¶</a></h3>
-<p>In order to start a benchmark on your own dataset, you need to format it so SuMMIT can use it. To do so, a <a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/blob/master/format_dataset.py">python script</a> is provided.</p>
-<p>For more information, see <a class="reference external" href="http://baptiste.bauvin.pages.lis-lab.fr/summit/tutorials/example4.html">Example 6</a></p>
-</div>
-<div class="section" id="running-on-your-dataset">
-<h3>Running on your dataset<a class="headerlink" href="#running-on-your-dataset" title="Permalink to this headline">¶</a></h3>
-<p>Once you have formatted your dataset, to run SuMMIT on it you need to modify the config file as</p>
-<div class="highlight-yaml"><div class="highlight"><pre><span></span>name: ["your_file_name"]
-*
-pathf: "path/to/your/dataset"
-</pre></div>
-</div>
-<p>This will run a full benchmark on your dataset using all available views and labels.</p>
-<p>It is highly recommended to follow the documentation’s <a class="reference external" href="http://baptiste.bauvin.pages.lis-lab.fr/summit/tutorials/index.html">tutorials</a> to learn the use of each parameter.</p>
-</div>
-</div>
-<div class="section" id="author">
-<h2>Author<a class="headerlink" href="#author" title="Permalink to this headline">¶</a></h2>
-<ul class="simple">
-<li><strong>Baptiste BAUVIN</strong></li>
-<li><strong>Dominique BENIELLI</strong></li>
-<li><strong>Alexis PROD’HOMME</strong></li>
-</ul>
-</div>
-</div>
+ <p><../../README.md></p>
</div>
@@ -151,46 +52,29 @@ pathf: "path/to/your/dataset"
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="index.html">Table Of Contents</a></h3>
- <ul>
-<li><a class="reference internal" href="#">Supervised MultiModal Integration Tool’s Readme</a><ul>
-<li><a class="reference internal" href="#getting-started">Getting Started</a><ul>
-<li><a class="reference internal" href="#prerequisites-will-be-automatically-installed">Prerequisites (will be automatically installed)</a></li>
-<li><a class="reference internal" href="#installing">Installing</a></li>
-<li><a class="reference internal" href="#running-on-simulated-data">Running on simulated data</a></li>
-<li><a class="reference internal" href="#discovering-the-arguments">Discovering the arguments</a></li>
-<li><a class="reference internal" href="#dataset-compatibility">Dataset compatibility</a></li>
-<li><a class="reference internal" href="#running-on-your-dataset">Running on your dataset</a></li>
-</ul>
-</li>
-<li><a class="reference internal" href="#author">Author</a></li>
-</ul>
-</li>
-</ul>
-
<h4>Previous topic</h4>
<p class="topless"><a href="index.html"
- title="previous chapter">Welcome to Supervised MultiModal Integration Tool’s documentation</a></p>
+ title="previous chapter">Welcome to Supervised MultiModal Integration Tool’s documentation</a></p>
<h4>Next topic</h4>
<p class="topless"><a href="tutorials/index.html"
title="next chapter">SuMMIT Tutorials</a></p>
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="_sources/readme_link.txt"
+ <li><a href="_sources/readme_link.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -210,12 +94,12 @@ pathf: "path/to/your/dataset"
<li class="right" >
<a href="index.html" title="Welcome to Supervised MultiModal Integration Tool’s documentation"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/monomulti/exec_classif.html b/docs/build/references/monomulti/exec_classif.html
index e6c2ef4ed9a04e1297fa0bdc6e2eeaf62ea66422..f1550fe7deb26b4947f4f3c6459a634899f29dfb 100644
--- a/docs/build/references/monomulti/exec_classif.html
+++ b/docs/build/references/monomulti/exec_classif.html
@@ -1,33 +1,23 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Classification execution module — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Classification execution module — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../../_static/jquery.js"></script>
- <script type="text/javascript" src="../../_static/underscore.js"></script>
- <script type="text/javascript" src="../../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../../" src="../../_static/documentation_options.js"></script>
+ <script src="../../_static/jquery.js"></script>
+ <script src="../../_static/underscore.js"></script>
+ <script src="../../_static/doctools.js"></script>
+ <script src="../../_static/language_data.js"></script>
+ <script src="../../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../../genindex.html" />
- <link rel="search" title="Search" href="../../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../../index.html" />
- </head>
- <body role="document">
+ <link rel="search" title="Search" href="../../search.html" />
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -37,7 +27,7 @@
<li class="right" >
<a href="../../py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="../../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -48,254 +38,221 @@
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.exec_classif">
<span id="classification-execution-module"></span><h1>Classification execution module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.exec_classif" title="Permalink to this headline">¶</a></h1>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics">
-<code class="descname">arange_metrics</code><span class="sig-paren">(</span><em>metrics</em>, <em>metric_princ</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">arange_metrics</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">metrics</span></em>, <em class="sig-param"><span class="n">metric_princ</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to get the metrics list in the right order so that
the first one is the principal metric specified in args</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>metrics</strong> (<em>dict</em>) – The metrics that will be used in the benchmark</li>
-<li><strong>metric_princ</strong> (<em>str</em>) – The name of the metric that need to be used for the hyper-parameter
-optimization process</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>metrics</strong> (<em>dict</em>) – The metrics that will be used in the benchmark</p></li>
+<li><p><strong>metric_princ</strong> (<em>str</em>) – The name of the metric that need to be used for the hyper-parameter
+optimization process</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>metrics</strong> – The metrics list, but arranged so the first one is the principal one.</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">list of lists</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>metrics</strong> – The metrics list, but arranged so the first one is the principal one.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>list of lists</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init">
-<code class="descname">benchmark_init</code><span class="sig-paren">(</span><em>directory</em>, <em>classification_indices</em>, <em>labels</em>, <em>labels_dictionary</em>, <em>k_folds</em>, <em>dataset_var</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">benchmark_init</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">directory</span></em>, <em class="sig-param"><span class="n">classification_indices</span></em>, <em class="sig-param"><span class="n">labels</span></em>, <em class="sig-param"><span class="n">labels_dictionary</span></em>, <em class="sig-param"><span class="n">k_folds</span></em>, <em class="sig-param"><span class="n">dataset_var</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init" title="Permalink to this definition">¶</a></dt>
<dd><p>Initializes the benchmark, by saving the indices of the train
examples and the cross validation folds.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>directory</strong> (<em>str</em>) – The benchmark’s result directory</li>
-<li><strong>classification_indices</strong> (<em>numpy array</em>) – The indices of the examples, splitted for the train/test split</li>
-<li><strong>labels</strong> (<em>numpy array</em>) – The labels of the dataset</li>
-<li><strong>labels_dictionary</strong> (<em>dict</em>) – The dictionary with labels as keys and their names as values</li>
-<li><strong>k_folds</strong> (<em>sklearn.model_selection.Folds object</em>) – The folds for the cross validation process</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>directory</strong> (<em>str</em>) – The benchmark’s result directory</p></li>
+<li><p><strong>classification_indices</strong> (<em>numpy array</em>) – The indices of the examples, splitted for the train/test split</p></li>
+<li><p><strong>labels</strong> (<em>numpy array</em>) – The labels of the dataset</p></li>
+<li><p><strong>labels_dictionary</strong> (<em>dict</em>) – The dictionary with labels as keys and their names as values</p></li>
+<li><p><strong>k_folds</strong> (<em>sklearn.model_selection.Folds object</em>) – The folds for the cross validation process</p></li>
</ul>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark">
-<code class="descname">exec_benchmark</code><span class="sig-paren">(</span><em>nb_cores</em>, <em>stats_iter</em>, <em>benchmark_arguments_dictionaries</em>, <em>directory</em>, <em>metrics</em>, <em>dataset_var</em>, <em>track_tracebacks</em>, <em>exec_one_benchmark_mono_core=<function exec_one_benchmark_mono_core></em>, <em>analyze=<function analyze></em>, <em>delete=<function delete_HDF5></em>, <em>analyze_iterations=<function analyze_iterations></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">exec_benchmark</code><span class="sig-paren">(</span><em class="sig-param">nb_cores</em>, <em class="sig-param">stats_iter</em>, <em class="sig-param">benchmark_arguments_dictionaries</em>, <em class="sig-param">directory</em>, <em class="sig-param">metrics</em>, <em class="sig-param">dataset_var</em>, <em class="sig-param">track_tracebacks</em>, <em class="sig-param">exec_one_benchmark_mono_core=<function exec_one_benchmark_mono_core></em>, <em class="sig-param">analyze=<function analyze></em>, <em class="sig-param">delete=<function delete_HDF5></em>, <em class="sig-param">analyze_iterations=<function analyze_iterations></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to execute the needed benchmark(s) on multicore or mono-core functions.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>nb_cores</strong> (<em>int</em>) – Number of threads that the benchmarks can use.</li>
-<li><strong>stats_iter</strong> (<em>int</em>) – Number of statistical iterations that have to be done.</li>
-<li><strong>benchmark_arguments_dictionaries</strong> (<em>list of dictionaries</em>) – All the needed arguments for the benchmarks.</li>
-<li><strong>classification_indices</strong> (<em>list of lists of numpy.ndarray</em>) – For each statistical iteration a couple of numpy.ndarrays is stored with the indices for the training set and
-the ones of the testing set.</li>
-<li><strong>directories</strong> (<em>list of strings</em>) – List of the paths to the result directories for each statistical iteration.</li>
-<li><strong>directory</strong> (<em>string</em>) – Path to the main results directory.</li>
-<li><strong>multi_class_labels</strong> (<em>ist of lists of numpy.ndarray</em>) – For each label couple, for each statistical iteration a triplet of numpy.ndarrays is stored with the
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>nb_cores</strong> (<em>int</em>) – Number of threads that the benchmarks can use.</p></li>
+<li><p><strong>stats_iter</strong> (<em>int</em>) – Number of statistical iterations that have to be done.</p></li>
+<li><p><strong>benchmark_arguments_dictionaries</strong> (<em>list of dictionaries</em>) – All the needed arguments for the benchmarks.</p></li>
+<li><p><strong>classification_indices</strong> (<em>list of lists of numpy.ndarray</em>) – For each statistical iteration a couple of numpy.ndarrays is stored with the indices for the training set and
+the ones of the testing set.</p></li>
+<li><p><strong>directories</strong> (<em>list of strings</em>) – List of the paths to the result directories for each statistical iteration.</p></li>
+<li><p><strong>directory</strong> (<em>string</em>) – Path to the main results directory.</p></li>
+<li><p><strong>multi_class_labels</strong> (<em>ist of lists of numpy.ndarray</em>) – For each label couple, for each statistical iteration a triplet of numpy.ndarrays is stored with the
indices for the biclass training set, the ones for the biclass testing set and the ones for the
-multiclass testing set.</li>
-<li><strong>metrics</strong> (<em>list of lists</em>) – metrics that will be used to evaluate the algorithms performance.</li>
-<li><strong>labels_dictionary</strong> (<em>dictionary</em>) – Dictionary mapping labels indices to labels names.</li>
-<li><strong>nb_labels</strong> (<em>int</em>) – Total number of different labels in the dataset.</li>
-<li><strong>dataset_var</strong> (<em>HDF5 dataset file</em>) – The full dataset that wil be used by the benchmark.</li>
-<li><strong>classifiers_names</strong> (<em>list of strings</em>) – List of the benchmarks’s monoview classifiers names.</li>
-<li><strong>rest_of_the_args</strong> – Just used for testing purposes</li>
+multiclass testing set.</p></li>
+<li><p><strong>metrics</strong> (<em>list of lists</em>) – metrics that will be used to evaluate the algorithms performance.</p></li>
+<li><p><strong>labels_dictionary</strong> (<em>dictionary</em>) – Dictionary mapping labels indices to labels names.</p></li>
+<li><p><strong>nb_labels</strong> (<em>int</em>) – Total number of different labels in the dataset.</p></li>
+<li><p><strong>dataset_var</strong> (<em>HDF5 dataset file</em>) – The full dataset that wil be used by the benchmark.</p></li>
+<li><p><strong>classifiers_names</strong> (<em>list of strings</em>) – List of the benchmarks’s monoview classifiers names.</p></li>
+<li><p><strong>rest_of_the_args</strong> – Just used for testing purposes</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>results</strong> – The results of the benchmark.</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">list of lists</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>results</strong> – The results of the benchmark.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>list of lists</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif">
-<code class="descname">exec_classif</code><span class="sig-paren">(</span><em>arguments</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">exec_classif</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">arguments</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif" title="Permalink to this definition">¶</a></dt>
<dd><p>Runs the benchmark with the given arguments</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>arguments</strong> – </td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><ul class="simple">
-<li><em>>>> exec_classif([–config_path, /path/to/config/files/])</em></li>
-<li><em>>>></em></li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>arguments</strong> – </p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><ul class="simple">
+<li><p><em>>>> exec_classif([–config_path, /path/to/config/files/])</em></p></li>
+<li><p><em>>>></em></p></li>
</ul>
-</td>
-</tr>
-</tbody>
-</table>
+</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict">
-<code class="descname">extract_dict</code><span class="sig-paren">(</span><em>classifier_config</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">extract_dict</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_config</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict" title="Permalink to this definition">¶</a></dt>
<dd><p>Reverse function of get_path_dict</p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict">
-<code class="descname">get_path_dict</code><span class="sig-paren">(</span><em>multiview_classifier_args</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_path_dict</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">multiview_classifier_args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict" title="Permalink to this definition">¶</a></dt>
<dd><p>This function is used to generate a dictionary with each key being
the path to the value.
-If given {“key1”:{“key1_1”:value1}, “key2”:value2}, it will return
-{“key1.key1_1”:value1, “key2”:value2}</p>
+If given {“key1”:{“key1_1”:value1}, “key2”:value2}, it will return
+{“key1.key1_1”:value1, “key2”:value2}</p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark">
-<code class="descname">init_benchmark</code><span class="sig-paren">(</span><em>cl_type</em>, <em>monoview_algos</em>, <em>multiview_algos</em>, <em>args</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_benchmark</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">cl_type</span></em>, <em class="sig-param"><span class="n">monoview_algos</span></em>, <em class="sig-param"><span class="n">multiview_algos</span></em>, <em class="sig-param"><span class="n">args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to create a list of all the algorithm packages names used for the benchmark.</p>
<p>First this function will check if the benchmark need mono- or/and multiview
algorithms and adds to the right
dictionary the asked algorithms. If none is asked by the user, all will be added.</p>
-<p>If the keyword <cite>“Benchmark”</cite> is used, all mono- and multiview algorithms will be added.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>cl_type</strong> (<em>List of string</em>) – List of types of needed benchmark</li>
-<li><strong>multiview_algos</strong> (<em>List of strings</em>) – List of multiview algorithms needed for the benchmark</li>
-<li><strong>monoview_algos</strong> (<em>Listof strings</em>) – List of monoview algorithms needed for the benchmark</li>
-<li><strong>args</strong> (<em>ParsedArgumentParser args</em>) – All the input args (used to tune the algorithms)</li>
+<p>If the keyword <cite>“Benchmark”</cite> is used, all mono- and multiview algorithms will be added.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>cl_type</strong> (<em>List of string</em>) – List of types of needed benchmark</p></li>
+<li><p><strong>multiview_algos</strong> (<em>List of strings</em>) – List of multiview algorithms needed for the benchmark</p></li>
+<li><p><strong>monoview_algos</strong> (<em>Listof strings</em>) – List of monoview algorithms needed for the benchmark</p></li>
+<li><p><strong>args</strong> (<em>ParsedArgumentParser args</em>) – All the input args (used to tune the algorithms)</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>benchmark</strong> – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">Dictionary of dictionaries</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>benchmark</strong> – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>Dictionary of dictionaries</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs">
-<code class="descname">init_kwargs</code><span class="sig-paren">(</span><em>args</em>, <em>classifiers_names</em>, <em>framework='monoview'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_kwargs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">args</span></em>, <em class="sig-param"><span class="n">classifiers_names</span></em>, <em class="sig-param"><span class="n">framework</span><span class="o">=</span><span class="default_value">'monoview'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to init kwargs thanks to a function in each monoview classifier package.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>args</strong> (<em>parsed args objects</em>) – All the args passed by the user.</li>
-<li><strong>classifiers_names</strong> (<em>list of strings</em>) – List of the benchmarks’s monoview classifiers names.</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>args</strong> (<em>parsed args objects</em>) – All the args passed by the user.</p></li>
+<li><p><strong>classifiers_names</strong> (<em>list of strings</em>) – List of the benchmarks’s monoview classifiers names.</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><p><strong>kwargs</strong> – Dictionary resuming all the specific arguments for the benchmark, one dictionary for each classifier.</p>
-<p>For example, for Adaboost, the KWARGS will be <cite>{“n_estimators”:<value>, “base_estimator”:<value>}</cite></p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><p><strong>kwargs</strong> – Dictionary resuming all the specific arguments for the benchmark, one dictionary for each classifier.</p>
+<p>For example, for Adaboost, the KWARGS will be <cite>{“n_estimators”:<value>, “base_estimator”:<value>}</cite></p>
</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">Dictionary</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>Dictionary</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func">
-<code class="descname">init_kwargs_func</code><span class="sig-paren">(</span><em>args</em>, <em>benchmark</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_kwargs_func</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">args</span></em>, <em class="sig-param"><span class="n">benchmark</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func" title="Permalink to this definition">¶</a></dt>
<dd><p>Dispached the kwargs initialization to monoview and multiview and creates
the kwargs variable</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>args</strong> (<em>parsed args objects</em>) – All the args passed by the user.</li>
-<li><strong>benchmark</strong> (<em>dict</em>) – The name of the mono- and mutli-view classifiers to run in the benchmark</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>args</strong> (<em>parsed args objects</em>) – All the args passed by the user.</p></li>
+<li><p><strong>benchmark</strong> (<em>dict</em>) – The name of the mono- and mutli-view classifiers to run in the benchmark</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>kwargs</strong> – The arguments for each mono- and multiview algorithms</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">dict</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>kwargs</strong> – The arguments for each mono- and multiview algorithms</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps">
-<code class="descname">init_monoview_exps</code><span class="sig-paren">(</span><em>classifier_names</em>, <em>views_dictionary</em>, <em>nb_class</em>, <em>kwargs_init</em>, <em>hps_method</em>, <em>hps_kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_monoview_exps</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_names</span></em>, <em class="sig-param"><span class="n">views_dictionary</span></em>, <em class="sig-param"><span class="n">nb_class</span></em>, <em class="sig-param"><span class="n">kwargs_init</span></em>, <em class="sig-param"><span class="n">hps_method</span></em>, <em class="sig-param"><span class="n">hps_kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to add each monoview exeperience args to the list of monoview experiences args.</p>
<p>First this function will check if the benchmark need mono- or/and multiview algorithms and adds to the right
dictionary the asked algorithms. If none is asked by the user, all will be added.</p>
-<p>If the keyword <cite>“Benchmark”</cite> is used, all mono- and multiview algorithms will be added.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>classifier_names</strong> (<em>dictionary</em>) – All types of monoview and multiview experiments that have to be benchmarked</li>
-<li><strong>argument_dictionaries</strong> (<em>dictionary</em>) – Maps monoview and multiview experiments arguments.</li>
-<li><strong>views_dictionary</strong> (<em>dictionary</em>) – Maps the view names to their index in the HDF5 dataset</li>
-<li><strong>nb_class</strong> (<em>integer</em>) – Number of different labels in the classification</li>
+<p>If the keyword <cite>“Benchmark”</cite> is used, all mono- and multiview algorithms will be added.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>classifier_names</strong> (<em>dictionary</em>) – All types of monoview and multiview experiments that have to be benchmarked</p></li>
+<li><p><strong>argument_dictionaries</strong> (<em>dictionary</em>) – Maps monoview and multiview experiments arguments.</p></li>
+<li><p><strong>views_dictionary</strong> (<em>dictionary</em>) – Maps the view names to their index in the HDF5 dataset</p></li>
+<li><p><strong>nb_class</strong> (<em>integer</em>) – Number of different labels in the classification</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>benchmark</strong> – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">Dictionary of dictionaries</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>benchmark</strong> – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>Dictionary of dictionaries</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in">
-<code class="descname">is_dict_in</code><span class="sig-paren">(</span><em>dictionary</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">is_dict_in</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dictionary</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in" title="Permalink to this definition">¶</a></dt>
<dd><p>Returns True if any of the dictionary value is a dictionary itself.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>dictionary</strong> – </td>
-</tr>
-</tbody>
-</table>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>dictionary</strong> – </p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.set_element">
-<code class="descname">set_element</code><span class="sig-paren">(</span><em>dictionary</em>, <em>path</em>, <em>value</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.set_element" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">set_element</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dictionary</span></em>, <em class="sig-param"><span class="n">path</span></em>, <em class="sig-param"><span class="n">value</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.set_element" title="Permalink to this definition">¶</a></dt>
<dd><p>Set value in dictionary at the location indicated by path</p>
</dd></dl>
@@ -310,20 +267,20 @@ dictionary the asked algorithms. If none is asked by the user, all will be added
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../../_sources/references/monomulti/exec_classif.txt"
+ <li><a href="../../_sources/references/monomulti/exec_classif.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -337,12 +294,12 @@ dictionary the asked algorithms. If none is asked by the user, all will be added
<li class="right" >
<a href="../../py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="../../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/monomulti/metrics.html b/docs/build/references/monomulti/metrics.html
index b5064efff780d03292042fbc3df29f04bccb5dee..8b1ec1def397ad052ae51c1ef5f712c169f51d28 100644
--- a/docs/build/references/monomulti/metrics.html
+++ b/docs/build/references/monomulti/metrics.html
@@ -1,33 +1,23 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Metrics framework — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Metrics framework — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../../_static/jquery.js"></script>
- <script type="text/javascript" src="../../_static/underscore.js"></script>
- <script type="text/javascript" src="../../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../../" src="../../_static/documentation_options.js"></script>
+ <script src="../../_static/jquery.js"></script>
+ <script src="../../_static/underscore.js"></script>
+ <script src="../../_static/doctools.js"></script>
+ <script src="../../_static/language_data.js"></script>
+ <script src="../../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../../genindex.html" />
- <link rel="search" title="Search" href="../../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../../index.html" />
- </head>
- <body role="document">
+ <link rel="search" title="Search" href="../../search.html" />
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -37,7 +27,7 @@
<li class="right" >
<a href="../../py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="../../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -51,71 +41,65 @@
<p>In ths file, we explain how to add a metric to the platform.</p>
<p>In order to do that, on needs to add a file with the following functions
which are mandatory for the metric to work with the platform.</p>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.metrics.framework.get_config">
-<code class="descname">get_config</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.metrics.framework.get_config" title="Permalink to this definition">¶</a></dt>
-<dd><p>Get the metric’s configuration as a string.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>kwargs</strong> (<em>dict</em>) – The arguments stored in this dictionary must be keyed by string of
-integers as “0”, .., etc and decrypted in the function. These arguments
-are a configuration of the metric.</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><strong>configString</strong> – The string describing the metric’s configuration.</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body">string</td>
-</tr>
-</tbody>
-</table>
+<code class="sig-name descname">get_config</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.metrics.framework.get_config" title="Permalink to this definition">¶</a></dt>
+<dd><p>Get the metric’s configuration as a string.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>kwargs</strong> (<em>dict</em>) – The arguments stored in this dictionary must be keyed by string of
+integers as “0”, .., etc and decrypted in the function. These arguments
+are a configuration of the metric.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>configString</strong> – The string describing the metric’s configuration.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>string</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.metrics.framework.get_scorer">
-<code class="descname">get_scorer</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.metrics.framework.get_scorer" title="Permalink to this definition">¶</a></dt>
-<dd><p>Get the metric’s scorer as in the sklearn.metrics package.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>kwargs</strong> (<em>dict</em>) – The arguments stored in this dictionary must be keyed by string of
-integers as “0”, .., etc and decrypted in the function. These arguments
-are a configuration of the metric.</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><strong>scorer</strong> – Callable object that returns a scalar score; greater is better. (cf sklearn.metrics.make_scorer)</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body">object</td>
-</tr>
-</tbody>
-</table>
+<code class="sig-name descname">get_scorer</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.metrics.framework.get_scorer" title="Permalink to this definition">¶</a></dt>
+<dd><p>Get the metric’s scorer as in the sklearn.metrics package.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>kwargs</strong> (<em>dict</em>) – The arguments stored in this dictionary must be keyed by string of
+integers as “0”, .., etc and decrypted in the function. These arguments
+are a configuration of the metric.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>scorer</strong> – Callable object that returns a scalar score; greater is better. (cf sklearn.metrics.make_scorer)</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>object</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.metrics.framework.score">
-<code class="descname">score</code><span class="sig-paren">(</span><em>y_true</em>, <em>y_pred</em>, <em>multiclass=False</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.metrics.framework.score" title="Permalink to this definition">¶</a></dt>
-<dd><p>Get the metric’s score from the ground truth (<code class="docutils literal"><span class="pre">y_true</span></code>) and predictions (<code class="docutils literal"><span class="pre">y_pred</span></code>).</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>y_true</strong> (<em>array-like, shape = (n_samples,)</em>) – Target values (class labels).</li>
-<li><strong>y_pred</strong> (<em>array-like, shape = (n_samples,)</em>) – Predicted target values (class labels).</li>
-<li><strong>multiclass</strong> (<em>boolean (default=False)</em>) – Parameter specifying whether the target values are multiclass or not.</li>
-<li><strong>kwargs</strong> (<em>dict</em>) – The arguments stored in this dictionary must be keyed by string of
-integers as “0”, .., etc and decrypted in the function</li>
+<code class="sig-name descname">score</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">y_true</span></em>, <em class="sig-param"><span class="n">y_pred</span></em>, <em class="sig-param"><span class="n">multiclass</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.metrics.framework.score" title="Permalink to this definition">¶</a></dt>
+<dd><p>Get the metric’s score from the ground truth (<code class="docutils literal notranslate"><span class="pre">y_true</span></code>) and predictions (<code class="docutils literal notranslate"><span class="pre">y_pred</span></code>).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>y_true</strong> (<em>array-like</em><em>, </em><em>shape =</em><em> (</em><em>n_samples</em><em>,</em><em>)</em>) – Target values (class labels).</p></li>
+<li><p><strong>y_pred</strong> (<em>array-like</em><em>, </em><em>shape =</em><em> (</em><em>n_samples</em><em>,</em><em>)</em>) – Predicted target values (class labels).</p></li>
+<li><p><strong>multiclass</strong> (<em>boolean</em><em> (</em><em>default=False</em><em>)</em>) – Parameter specifying whether the target values are multiclass or not.</p></li>
+<li><p><strong>kwargs</strong> (<em>dict</em>) – The arguments stored in this dictionary must be keyed by string of
+integers as “0”, .., etc and decrypted in the function</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>score</strong> – Returns the score of the prediction.</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">float</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>score</strong> – Returns the score of the prediction.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>float</p>
+</dd>
+</dl>
</dd></dl>
</div>
@@ -129,20 +113,20 @@ integers as “0”, .., etc and decrypted in the function</li>
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../../_sources/references/monomulti/metrics.txt"
+ <li><a href="../../_sources/references/monomulti/metrics.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -156,12 +140,12 @@ integers as “0”, .., etc and decrypted in the function</li>
<li class="right" >
<a href="../../py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="../../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/monomulti/multiview_classifiers/classifiers.html b/docs/build/references/monomulti/multiview_classifiers/classifiers.html
index c2335abd4d9f22222452c553995949f0b7a03af0..1a7eecd273aada6a6a9cab8ca440a98348977b83 100644
--- a/docs/build/references/monomulti/multiview_classifiers/classifiers.html
+++ b/docs/build/references/monomulti/multiview_classifiers/classifiers.html
@@ -1,33 +1,23 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Classifiers — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Classifiers — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../../../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../../../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
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- <script type="text/javascript" src="../../../_static/underscore.js"></script>
- <script type="text/javascript" src="../../../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../../../" src="../../../_static/documentation_options.js"></script>
+ <script src="../../../_static/jquery.js"></script>
+ <script src="../../../_static/underscore.js"></script>
+ <script src="../../../_static/doctools.js"></script>
+ <script src="../../../_static/language_data.js"></script>
+ <script src="../../../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../../../genindex.html" />
- <link rel="search" title="Search" href="../../../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../../../index.html" />
- </head>
- <body role="document">
+ <link rel="search" title="Search" href="../../../search.html" />
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -37,7 +27,7 @@
<li class="right" >
<a href="../../../py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="../../../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../../../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -59,20 +49,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../../../_sources/references/monomulti/multiview_classifiers/classifiers.txt"
+ <li><a href="../../../_sources/references/monomulti/multiview_classifiers/classifiers.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../../../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
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-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -86,12 +76,12 @@
<li class="right" >
<a href="../../../py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="../../../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../../../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/monomulti/multiview_classifiers/diversity_fusion.html b/docs/build/references/monomulti/multiview_classifiers/diversity_fusion.html
index 1150e5160108bb1c4a6946386a3aeab65142f00c..cdbe29d79581d156e02b7cfe04193ee7c28d146b 100644
--- a/docs/build/references/monomulti/multiview_classifiers/diversity_fusion.html
+++ b/docs/build/references/monomulti/multiview_classifiers/diversity_fusion.html
@@ -1,33 +1,23 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Diversity Fusion Classifiers — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Diversity Fusion Classifiers — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../../../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../../../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../../../_static/jquery.js"></script>
- <script type="text/javascript" src="../../../_static/underscore.js"></script>
- <script type="text/javascript" src="../../../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../../../" src="../../../_static/documentation_options.js"></script>
+ <script src="../../../_static/jquery.js"></script>
+ <script src="../../../_static/underscore.js"></script>
+ <script src="../../../_static/doctools.js"></script>
+ <script src="../../../_static/language_data.js"></script>
+ <script src="../../../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../../../genindex.html" />
- <link rel="search" title="Search" href="../../../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../../../index.html" />
- </head>
- <body role="document">
+ <link rel="search" title="Search" href="../../../search.html" />
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -37,7 +27,7 @@
<li class="right" >
<a href="../../../py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="../../../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../../../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -59,20 +49,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../../../_sources/references/monomulti/multiview_classifiers/diversity_fusion.txt"
+ <li><a href="../../../_sources/references/monomulti/multiview_classifiers/diversity_fusion.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../../../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
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-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -86,12 +76,12 @@
<li class="right" >
<a href="../../../py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="../../../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../../../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/monomulti/utils/execution.html b/docs/build/references/monomulti/utils/execution.html
index da1fd8a97693069b25ac4a63e851773cd5dfd181..eceb655cad8f01602b242256b1c60d5bd3852ec2 100644
--- a/docs/build/references/monomulti/utils/execution.html
+++ b/docs/build/references/monomulti/utils/execution.html
@@ -1,33 +1,23 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Utils execution module — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Utils execution module — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../../../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../../../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
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- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../../../_static/jquery.js"></script>
- <script type="text/javascript" src="../../../_static/underscore.js"></script>
- <script type="text/javascript" src="../../../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../../../" src="../../../_static/documentation_options.js"></script>
+ <script src="../../../_static/jquery.js"></script>
+ <script src="../../../_static/underscore.js"></script>
+ <script src="../../../_static/doctools.js"></script>
+ <script src="../../../_static/language_data.js"></script>
+ <script src="../../../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../../../genindex.html" />
- <link rel="search" title="Search" href="../../../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../../../index.html" />
- </head>
- <body role="document">
+ <link rel="search" title="Search" href="../../../search.html" />
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -37,7 +27,7 @@
<li class="right" >
<a href="../../../py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="../../../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../../../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -48,23 +38,14 @@
<div class="section" id="utils-execution-module">
<h1>Utils execution module<a class="headerlink" href="#utils-execution-module" title="Permalink to this headline">¶</a></h1>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">members:</th><td class="field-body"><table class="first last docutils field-list" frame="void" rules="none">
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-</tr>
-</tbody>
-</table>
-</td>
-</tr>
-</tbody>
-</table>
+<dl class="field-list simple">
+<dt class="field-odd">members</dt>
+<dd class="field-odd"><dl class="field-list simple">
+<dt class="field-odd">inherited-members</dt>
+<dd class="field-odd"><p></p></dd>
+</dl>
+</dd>
+</dl>
</div>
@@ -76,20 +57,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../../../_sources/references/monomulti/utils/execution.txt"
+ <li><a href="../../../_sources/references/monomulti/utils/execution.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../../../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
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-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
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<div class="clearer"></div>
@@ -103,12 +84,12 @@
<li class="right" >
<a href="../../../py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="../../../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../../../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/monomulti/utils/multiclass.html b/docs/build/references/monomulti/utils/multiclass.html
index be3b74c50dc5d691f73265fcf5054f0e1439da24..1c76e067c88f12346c67dcc5a0255093cd068fb3 100644
--- a/docs/build/references/monomulti/utils/multiclass.html
+++ b/docs/build/references/monomulti/utils/multiclass.html
@@ -1,33 +1,23 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Utils Multiclass module — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Utils Multiclass module — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../../../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../../../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../../../_static/jquery.js"></script>
- <script type="text/javascript" src="../../../_static/underscore.js"></script>
- <script type="text/javascript" src="../../../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../../../" src="../../../_static/documentation_options.js"></script>
+ <script src="../../../_static/jquery.js"></script>
+ <script src="../../../_static/underscore.js"></script>
+ <script src="../../../_static/doctools.js"></script>
+ <script src="../../../_static/language_data.js"></script>
+ <script src="../../../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../../../genindex.html" />
- <link rel="search" title="Search" href="../../../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../../../index.html" />
- </head>
- <body role="document">
+ <link rel="search" title="Search" href="../../../search.html" />
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -37,7 +27,7 @@
<li class="right" >
<a href="../../../py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="../../../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../../../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -48,23 +38,14 @@
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">
<span id="utils-multiclass-module"></span><h1>Utils Multiclass module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass" title="Permalink to this headline">¶</a></h1>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">members:</th><td class="field-body"><table class="first last docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name" colspan="2">inherited-members:</th></tr>
-<tr class="field-odd field"><td> </td><td class="field-body"></td>
-</tr>
-</tbody>
-</table>
-</td>
-</tr>
-</tbody>
-</table>
+<dl class="field-list simple">
+<dt class="field-odd">members</dt>
+<dd class="field-odd"><dl class="field-list simple">
+<dt class="field-odd">inherited-members</dt>
+<dd class="field-odd"><p></p></dd>
+</dl>
+</dd>
+</dl>
</div>
@@ -76,20 +57,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../../../_sources/references/monomulti/utils/multiclass.txt"
+ <li><a href="../../../_sources/references/monomulti/utils/multiclass.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../../../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
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-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -103,12 +84,12 @@
<li class="right" >
<a href="../../../py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="../../../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../../../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/monomultidoc.html b/docs/build/references/monomultidoc.html
index 69f4b967cbd3e7eac8ca35951364516cfcba16c8..cdfbc92798201d9dab14e56a97745a8053a94e66 100644
--- a/docs/build/references/monomultidoc.html
+++ b/docs/build/references/monomultidoc.html
@@ -1,33 +1,23 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Mono and mutliview classification — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Mono and mutliview classification — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
- <link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- </head>
- <body role="document">
+ <link rel="search" title="Search" href="../search.html" />
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -37,7 +27,7 @@
<li class="right" >
<a href="../py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -48,8 +38,8 @@
<div class="section" id="mono-and-mutliview-classification">
<h1>Mono and mutliview classification<a class="headerlink" href="#mono-and-mutliview-classification" title="Permalink to this headline">¶</a></h1>
-<div class="toctree-wrapper compound" id="contents">
-<p class="caption"><span class="caption-text">Contents:</span><a class="headerlink" href="#contents" title="Permalink to this toctree">¶</a></p>
+<div class="toctree-wrapper compound">
+<p class="caption"><span class="caption-text">Contents:</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="monomulti/metrics.html">Metrics framework</a></li>
<li class="toctree-l1"><a class="reference internal" href="monomulti/exec_classif.html">Classification execution module</a></li>
@@ -69,20 +59,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/monomultidoc.txt"
+ <li><a href="../_sources/references/monomultidoc.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -96,12 +86,12 @@
<li class="right" >
<a href="../py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.html b/docs/build/references/multiview_platform.html
index a260223b7e005d1537ec949a95bd284e10a39bfd..140e78e828608beb1a2947e9780ced1b63e5b243 100644
--- a/docs/build/references/multiview_platform.html
+++ b/docs/build/references/multiview_platform.html
@@ -1,35 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform references — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform references — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
<link rel="next" title="multiview_platform.mono_multi_view_classifiers package" href="multiview_platform.mono_multi_view_classifiers.html" />
<link rel="prev" title="Taking control : Use your own algorithms" href="../tutorials/example5.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -45,7 +35,7 @@
<li class="right" >
<a href="../tutorials/example5.html" title="Taking control : Use your own algorithms"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -272,9 +262,9 @@
<div class="section" id="module-multiview_platform.execute">
<span id="multiview-platform-execute-module"></span><h2>multiview_platform.execute module<a class="headerlink" href="#module-multiview_platform.execute" title="Permalink to this headline">¶</a></h2>
<p>This is the execution module, used to execute the code</p>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.execute.execute">
-<code class="descname">execute</code><span class="sig-paren">(</span><em>config_path='/home/baptiste/Documents/Gitwork/summit/multiview_platform/examples/config_files/config_example_1.yml'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.execute.execute" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">config_path</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.execute.execute" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
@@ -283,9 +273,9 @@
</div>
<div class="section" id="module-multiview_platform.versions">
<span id="multiview-platform-versions-module"></span><h2>multiview_platform.versions module<a class="headerlink" href="#module-multiview_platform.versions" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.versions.test_versions">
-<code class="descname">test_versions</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.versions.test_versions" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_versions</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.versions.test_versions" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to test if all prerequisites are installed</p>
</dd></dl>
@@ -302,7 +292,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform references</a><ul>
<li><a class="reference internal" href="#subpackages">Subpackages</a></li>
@@ -324,20 +314,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.txt"
+ <li><a href="../_sources/references/multiview_platform.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -357,12 +347,12 @@
<li class="right" >
<a href="../tutorials/example5.html" title="Taking control : Use your own algorithms"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.html
index df0bb9fdf0ebd84947a1c811a456f39efe685d39..6c72f5b3728c7fb78a23b29808ec82fde7a1c5eb 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.mono_multi_view_classifiers package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.mono_multi_view_classifiers package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform references" href="multiview_platform.html" />
<link rel="next" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" />
<link rel="prev" title="multiview_platform references" href="multiview_platform.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.html" title="multiview_platform references"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" accesskey="U">multiview_platform references</a> »</li>
</ul>
</div>
@@ -176,279 +165,246 @@
</div>
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.exec_classif">
<span id="multiview-platform-mono-multi-view-classifiers-exec-classif-module"></span><h2>multiview_platform.mono_multi_view_classifiers.exec_classif module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.exec_classif" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics">
-<code class="descname">arange_metrics</code><span class="sig-paren">(</span><em>metrics</em>, <em>metric_princ</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">arange_metrics</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">metrics</span></em>, <em class="sig-param"><span class="n">metric_princ</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to get the metrics list in the right order so that
the first one is the principal metric specified in args</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>metrics</strong> (<em>dict</em>) – The metrics that will be used in the benchmark</li>
-<li><strong>metric_princ</strong> (<em>str</em>) – The name of the metric that need to be used for the hyper-parameter
-optimization process</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>metrics</strong> (<em>dict</em>) – The metrics that will be used in the benchmark</p></li>
+<li><p><strong>metric_princ</strong> (<em>str</em>) – The name of the metric that need to be used for the hyper-parameter
+optimization process</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>metrics</strong> – The metrics list, but arranged so the first one is the principal one.</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">list of lists</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>metrics</strong> – The metrics list, but arranged so the first one is the principal one.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>list of lists</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init">
-<code class="descname">benchmark_init</code><span class="sig-paren">(</span><em>directory</em>, <em>classification_indices</em>, <em>labels</em>, <em>labels_dictionary</em>, <em>k_folds</em>, <em>dataset_var</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">benchmark_init</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">directory</span></em>, <em class="sig-param"><span class="n">classification_indices</span></em>, <em class="sig-param"><span class="n">labels</span></em>, <em class="sig-param"><span class="n">labels_dictionary</span></em>, <em class="sig-param"><span class="n">k_folds</span></em>, <em class="sig-param"><span class="n">dataset_var</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init" title="Permalink to this definition">¶</a></dt>
<dd><p>Initializes the benchmark, by saving the indices of the train
examples and the cross validation folds.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>directory</strong> (<em>str</em>) – The benchmark’s result directory</li>
-<li><strong>classification_indices</strong> (<em>numpy array</em>) – The indices of the examples, splitted for the train/test split</li>
-<li><strong>labels</strong> (<em>numpy array</em>) – The labels of the dataset</li>
-<li><strong>labels_dictionary</strong> (<em>dict</em>) – The dictionary with labels as keys and their names as values</li>
-<li><strong>k_folds</strong> (<em>sklearn.model_selection.Folds object</em>) – The folds for the cross validation process</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>directory</strong> (<em>str</em>) – The benchmark’s result directory</p></li>
+<li><p><strong>classification_indices</strong> (<em>numpy array</em>) – The indices of the examples, splitted for the train/test split</p></li>
+<li><p><strong>labels</strong> (<em>numpy array</em>) – The labels of the dataset</p></li>
+<li><p><strong>labels_dictionary</strong> (<em>dict</em>) – The dictionary with labels as keys and their names as values</p></li>
+<li><p><strong>k_folds</strong> (<em>sklearn.model_selection.Folds object</em>) – The folds for the cross validation process</p></li>
</ul>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark">
-<code class="descname">exec_benchmark</code><span class="sig-paren">(</span><em>nb_cores</em>, <em>stats_iter</em>, <em>benchmark_arguments_dictionaries</em>, <em>directory</em>, <em>metrics</em>, <em>dataset_var</em>, <em>track_tracebacks</em>, <em>exec_one_benchmark_mono_core=<function exec_one_benchmark_mono_core></em>, <em>analyze=<function analyze></em>, <em>delete=<function delete_HDF5></em>, <em>analyze_iterations=<function analyze_iterations></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">exec_benchmark</code><span class="sig-paren">(</span><em class="sig-param">nb_cores</em>, <em class="sig-param">stats_iter</em>, <em class="sig-param">benchmark_arguments_dictionaries</em>, <em class="sig-param">directory</em>, <em class="sig-param">metrics</em>, <em class="sig-param">dataset_var</em>, <em class="sig-param">track_tracebacks</em>, <em class="sig-param">exec_one_benchmark_mono_core=<function exec_one_benchmark_mono_core></em>, <em class="sig-param">analyze=<function analyze></em>, <em class="sig-param">delete=<function delete_HDF5></em>, <em class="sig-param">analyze_iterations=<function analyze_iterations></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to execute the needed benchmark(s) on multicore or mono-core functions.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>nb_cores</strong> (<em>int</em>) – Number of threads that the benchmarks can use.</li>
-<li><strong>stats_iter</strong> (<em>int</em>) – Number of statistical iterations that have to be done.</li>
-<li><strong>benchmark_arguments_dictionaries</strong> (<em>list of dictionaries</em>) – All the needed arguments for the benchmarks.</li>
-<li><strong>classification_indices</strong> (<em>list of lists of numpy.ndarray</em>) – For each statistical iteration a couple of numpy.ndarrays is stored with the indices for the training set and
-the ones of the testing set.</li>
-<li><strong>directories</strong> (<em>list of strings</em>) – List of the paths to the result directories for each statistical iteration.</li>
-<li><strong>directory</strong> (<em>string</em>) – Path to the main results directory.</li>
-<li><strong>multi_class_labels</strong> (<em>ist of lists of numpy.ndarray</em>) – For each label couple, for each statistical iteration a triplet of numpy.ndarrays is stored with the
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>nb_cores</strong> (<em>int</em>) – Number of threads that the benchmarks can use.</p></li>
+<li><p><strong>stats_iter</strong> (<em>int</em>) – Number of statistical iterations that have to be done.</p></li>
+<li><p><strong>benchmark_arguments_dictionaries</strong> (<em>list of dictionaries</em>) – All the needed arguments for the benchmarks.</p></li>
+<li><p><strong>classification_indices</strong> (<em>list of lists of numpy.ndarray</em>) – For each statistical iteration a couple of numpy.ndarrays is stored with the indices for the training set and
+the ones of the testing set.</p></li>
+<li><p><strong>directories</strong> (<em>list of strings</em>) – List of the paths to the result directories for each statistical iteration.</p></li>
+<li><p><strong>directory</strong> (<em>string</em>) – Path to the main results directory.</p></li>
+<li><p><strong>multi_class_labels</strong> (<em>ist of lists of numpy.ndarray</em>) – For each label couple, for each statistical iteration a triplet of numpy.ndarrays is stored with the
indices for the biclass training set, the ones for the biclass testing set and the ones for the
-multiclass testing set.</li>
-<li><strong>metrics</strong> (<em>list of lists</em>) – metrics that will be used to evaluate the algorithms performance.</li>
-<li><strong>labels_dictionary</strong> (<em>dictionary</em>) – Dictionary mapping labels indices to labels names.</li>
-<li><strong>nb_labels</strong> (<em>int</em>) – Total number of different labels in the dataset.</li>
-<li><strong>dataset_var</strong> (<em>HDF5 dataset file</em>) – The full dataset that wil be used by the benchmark.</li>
-<li><strong>classifiers_names</strong> (<em>list of strings</em>) – List of the benchmarks’s monoview classifiers names.</li>
-<li><strong>rest_of_the_args</strong> – Just used for testing purposes</li>
+multiclass testing set.</p></li>
+<li><p><strong>metrics</strong> (<em>list of lists</em>) – metrics that will be used to evaluate the algorithms performance.</p></li>
+<li><p><strong>labels_dictionary</strong> (<em>dictionary</em>) – Dictionary mapping labels indices to labels names.</p></li>
+<li><p><strong>nb_labels</strong> (<em>int</em>) – Total number of different labels in the dataset.</p></li>
+<li><p><strong>dataset_var</strong> (<em>HDF5 dataset file</em>) – The full dataset that wil be used by the benchmark.</p></li>
+<li><p><strong>classifiers_names</strong> (<em>list of strings</em>) – List of the benchmarks’s monoview classifiers names.</p></li>
+<li><p><strong>rest_of_the_args</strong> – Just used for testing purposes</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>results</strong> – The results of the benchmark.</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">list of lists</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>results</strong> – The results of the benchmark.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>list of lists</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif">
-<code class="descname">exec_classif</code><span class="sig-paren">(</span><em>arguments</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">exec_classif</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">arguments</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif" title="Permalink to this definition">¶</a></dt>
<dd><p>Runs the benchmark with the given arguments</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>arguments</strong> – </td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><ul class="simple">
-<li><em>>>> exec_classif([–config_path, /path/to/config/files/])</em></li>
-<li><em>>>></em></li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>arguments</strong> – </p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><ul class="simple">
+<li><p><em>>>> exec_classif([–config_path, /path/to/config/files/])</em></p></li>
+<li><p><em>>>></em></p></li>
</ul>
-</td>
-</tr>
-</tbody>
-</table>
+</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.exec_one_benchmark_mono_core">
-<code class="descname">exec_one_benchmark_mono_core</code><span class="sig-paren">(</span><em>dataset_var=None</em>, <em>labels_dictionary=None</em>, <em>directory=None</em>, <em>classification_indices=None</em>, <em>args=None</em>, <em>k_folds=None</em>, <em>random_state=None</em>, <em>hyper_param_search=None</em>, <em>metrics=None</em>, <em>argument_dictionaries=None</em>, <em>benchmark=None</em>, <em>views=None</em>, <em>views_indices=None</em>, <em>flag=None</em>, <em>labels=None</em>, <em>track_tracebacks=False</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_one_benchmark_mono_core" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">exec_one_benchmark_mono_core</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dataset_var</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">labels_dictionary</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">directory</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classification_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">args</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">k_folds</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">hyper_param_search</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metrics</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">argument_dictionaries</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">benchmark</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">views</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">views_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">flag</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">labels</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">track_tracebacks</span><span class="o">=</span><span class="default_value">False</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_one_benchmark_mono_core" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict">
-<code class="descname">extract_dict</code><span class="sig-paren">(</span><em>classifier_config</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">extract_dict</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_config</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict" title="Permalink to this definition">¶</a></dt>
<dd><p>Reverse function of get_path_dict</p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_monoview_arg_dictionary">
-<code class="descname">gen_single_monoview_arg_dictionary</code><span class="sig-paren">(</span><em>classifier_name</em>, <em>arguments</em>, <em>nb_class</em>, <em>view_index</em>, <em>view_name</em>, <em>hps_kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_monoview_arg_dictionary" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">gen_single_monoview_arg_dictionary</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_name</span></em>, <em class="sig-param"><span class="n">arguments</span></em>, <em class="sig-param"><span class="n">nb_class</span></em>, <em class="sig-param"><span class="n">view_index</span></em>, <em class="sig-param"><span class="n">view_name</span></em>, <em class="sig-param"><span class="n">hps_kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_monoview_arg_dictionary" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_multiview_arg_dictionary">
-<code class="descname">gen_single_multiview_arg_dictionary</code><span class="sig-paren">(</span><em>classifier_name</em>, <em>arguments</em>, <em>nb_class</em>, <em>hps_kwargs</em>, <em>views_dictionary=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_multiview_arg_dictionary" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">gen_single_multiview_arg_dictionary</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_name</span></em>, <em class="sig-param"><span class="n">arguments</span></em>, <em class="sig-param"><span class="n">nb_class</span></em>, <em class="sig-param"><span class="n">hps_kwargs</span></em>, <em class="sig-param"><span class="n">views_dictionary</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_multiview_arg_dictionary" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict">
-<code class="descname">get_path_dict</code><span class="sig-paren">(</span><em>multiview_classifier_args</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_path_dict</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">multiview_classifier_args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict" title="Permalink to this definition">¶</a></dt>
<dd><p>This function is used to generate a dictionary with each key being
the path to the value.
-If given {“key1”:{“key1_1”:value1}, “key2”:value2}, it will return
-{“key1.key1_1”:value1, “key2”:value2}</p>
+If given {“key1”:{“key1_1”:value1}, “key2”:value2}, it will return
+{“key1.key1_1”:value1, “key2”:value2}</p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_argument_dictionaries">
-<code class="descname">init_argument_dictionaries</code><span class="sig-paren">(</span><em>benchmark</em>, <em>views_dictionary</em>, <em>nb_class</em>, <em>init_kwargs</em>, <em>hps_method</em>, <em>hps_kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_argument_dictionaries" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_argument_dictionaries</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">benchmark</span></em>, <em class="sig-param"><span class="n">views_dictionary</span></em>, <em class="sig-param"><span class="n">nb_class</span></em>, <em class="sig-param"><span class="n">init_kwargs</span></em>, <em class="sig-param"><span class="n">hps_method</span></em>, <em class="sig-param"><span class="n">hps_kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_argument_dictionaries" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark">
-<code class="descname">init_benchmark</code><span class="sig-paren">(</span><em>cl_type</em>, <em>monoview_algos</em>, <em>multiview_algos</em>, <em>args</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_benchmark</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">cl_type</span></em>, <em class="sig-param"><span class="n">monoview_algos</span></em>, <em class="sig-param"><span class="n">multiview_algos</span></em>, <em class="sig-param"><span class="n">args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to create a list of all the algorithm packages names used for the benchmark.</p>
<p>First this function will check if the benchmark need mono- or/and multiview
algorithms and adds to the right
dictionary the asked algorithms. If none is asked by the user, all will be added.</p>
-<p>If the keyword <cite>“Benchmark”</cite> is used, all mono- and multiview algorithms will be added.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>cl_type</strong> (<em>List of string</em>) – List of types of needed benchmark</li>
-<li><strong>multiview_algos</strong> (<em>List of strings</em>) – List of multiview algorithms needed for the benchmark</li>
-<li><strong>monoview_algos</strong> (<em>Listof strings</em>) – List of monoview algorithms needed for the benchmark</li>
-<li><strong>args</strong> (<em>ParsedArgumentParser args</em>) – All the input args (used to tune the algorithms)</li>
+<p>If the keyword <cite>“Benchmark”</cite> is used, all mono- and multiview algorithms will be added.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>cl_type</strong> (<em>List of string</em>) – List of types of needed benchmark</p></li>
+<li><p><strong>multiview_algos</strong> (<em>List of strings</em>) – List of multiview algorithms needed for the benchmark</p></li>
+<li><p><strong>monoview_algos</strong> (<em>Listof strings</em>) – List of monoview algorithms needed for the benchmark</p></li>
+<li><p><strong>args</strong> (<em>ParsedArgumentParser args</em>) – All the input args (used to tune the algorithms)</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>benchmark</strong> – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">Dictionary of dictionaries</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>benchmark</strong> – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>Dictionary of dictionaries</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs">
-<code class="descname">init_kwargs</code><span class="sig-paren">(</span><em>args</em>, <em>classifiers_names</em>, <em>framework='monoview'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_kwargs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">args</span></em>, <em class="sig-param"><span class="n">classifiers_names</span></em>, <em class="sig-param"><span class="n">framework</span><span class="o">=</span><span class="default_value">'monoview'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to init kwargs thanks to a function in each monoview classifier package.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>args</strong> (<em>parsed args objects</em>) – All the args passed by the user.</li>
-<li><strong>classifiers_names</strong> (<em>list of strings</em>) – List of the benchmarks’s monoview classifiers names.</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>args</strong> (<em>parsed args objects</em>) – All the args passed by the user.</p></li>
+<li><p><strong>classifiers_names</strong> (<em>list of strings</em>) – List of the benchmarks’s monoview classifiers names.</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><p><strong>kwargs</strong> – Dictionary resuming all the specific arguments for the benchmark, one dictionary for each classifier.</p>
-<p>For example, for Adaboost, the KWARGS will be <cite>{“n_estimators”:<value>, “base_estimator”:<value>}</cite></p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><p><strong>kwargs</strong> – Dictionary resuming all the specific arguments for the benchmark, one dictionary for each classifier.</p>
+<p>For example, for Adaboost, the KWARGS will be <cite>{“n_estimators”:<value>, “base_estimator”:<value>}</cite></p>
</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">Dictionary</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>Dictionary</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func">
-<code class="descname">init_kwargs_func</code><span class="sig-paren">(</span><em>args</em>, <em>benchmark</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_kwargs_func</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">args</span></em>, <em class="sig-param"><span class="n">benchmark</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func" title="Permalink to this definition">¶</a></dt>
<dd><p>Dispached the kwargs initialization to monoview and multiview and creates
the kwargs variable</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>args</strong> (<em>parsed args objects</em>) – All the args passed by the user.</li>
-<li><strong>benchmark</strong> (<em>dict</em>) – The name of the mono- and mutli-view classifiers to run in the benchmark</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>args</strong> (<em>parsed args objects</em>) – All the args passed by the user.</p></li>
+<li><p><strong>benchmark</strong> (<em>dict</em>) – The name of the mono- and mutli-view classifiers to run in the benchmark</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>kwargs</strong> – The arguments for each mono- and multiview algorithms</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">dict</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>kwargs</strong> – The arguments for each mono- and multiview algorithms</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps">
-<code class="descname">init_monoview_exps</code><span class="sig-paren">(</span><em>classifier_names</em>, <em>views_dictionary</em>, <em>nb_class</em>, <em>kwargs_init</em>, <em>hps_method</em>, <em>hps_kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_monoview_exps</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_names</span></em>, <em class="sig-param"><span class="n">views_dictionary</span></em>, <em class="sig-param"><span class="n">nb_class</span></em>, <em class="sig-param"><span class="n">kwargs_init</span></em>, <em class="sig-param"><span class="n">hps_method</span></em>, <em class="sig-param"><span class="n">hps_kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to add each monoview exeperience args to the list of monoview experiences args.</p>
<p>First this function will check if the benchmark need mono- or/and multiview algorithms and adds to the right
dictionary the asked algorithms. If none is asked by the user, all will be added.</p>
-<p>If the keyword <cite>“Benchmark”</cite> is used, all mono- and multiview algorithms will be added.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>classifier_names</strong> (<em>dictionary</em>) – All types of monoview and multiview experiments that have to be benchmarked</li>
-<li><strong>argument_dictionaries</strong> (<em>dictionary</em>) – Maps monoview and multiview experiments arguments.</li>
-<li><strong>views_dictionary</strong> (<em>dictionary</em>) – Maps the view names to their index in the HDF5 dataset</li>
-<li><strong>nb_class</strong> (<em>integer</em>) – Number of different labels in the classification</li>
+<p>If the keyword <cite>“Benchmark”</cite> is used, all mono- and multiview algorithms will be added.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>classifier_names</strong> (<em>dictionary</em>) – All types of monoview and multiview experiments that have to be benchmarked</p></li>
+<li><p><strong>argument_dictionaries</strong> (<em>dictionary</em>) – Maps monoview and multiview experiments arguments.</p></li>
+<li><p><strong>views_dictionary</strong> (<em>dictionary</em>) – Maps the view names to their index in the HDF5 dataset</p></li>
+<li><p><strong>nb_class</strong> (<em>integer</em>) – Number of different labels in the classification</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>benchmark</strong> – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">Dictionary of dictionaries</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>benchmark</strong> – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>Dictionary of dictionaries</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_multiview_exps">
-<code class="descname">init_multiview_exps</code><span class="sig-paren">(</span><em>classifier_names</em>, <em>views_dictionary</em>, <em>nb_class</em>, <em>kwargs_init</em>, <em>hps_method</em>, <em>hps_kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_multiview_exps" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_multiview_exps</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_names</span></em>, <em class="sig-param"><span class="n">views_dictionary</span></em>, <em class="sig-param"><span class="n">nb_class</span></em>, <em class="sig-param"><span class="n">kwargs_init</span></em>, <em class="sig-param"><span class="n">hps_method</span></em>, <em class="sig-param"><span class="n">hps_kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_multiview_exps" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in">
-<code class="descname">is_dict_in</code><span class="sig-paren">(</span><em>dictionary</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">is_dict_in</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dictionary</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in" title="Permalink to this definition">¶</a></dt>
<dd><p>Returns True if any of the dictionary value is a dictionary itself.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>dictionary</strong> – </td>
-</tr>
-</tbody>
-</table>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>dictionary</strong> – </p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.set_element">
-<code class="descname">set_element</code><span class="sig-paren">(</span><em>dictionary</em>, <em>path</em>, <em>value</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.set_element" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">set_element</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dictionary</span></em>, <em class="sig-param"><span class="n">path</span></em>, <em class="sig-param"><span class="n">value</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.set_element" title="Permalink to this definition">¶</a></dt>
<dd><p>Set value in dictionary at the location indicated by path</p>
</dd></dl>
@@ -467,7 +423,7 @@ dictionary the asked algorithms. If none is asked by the user, all will be added
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers package</a><ul>
<li><a class="reference internal" href="#subpackages">Subpackages</a></li>
@@ -488,20 +444,20 @@ dictionary the asked algorithms. If none is asked by the user, all will be added
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.txt"
+ <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -521,13 +477,13 @@ dictionary the asked algorithms. If none is asked by the user, all will be added
<li class="right" >
<a href="multiview_platform.html" title="multiview_platform references"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html
index 2b5531d0f9a25401f72f3b25ea0cb33d5704a598..a712ec5fc1722a7e2e0fd986b33a615c5d16bf74 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" />
<link rel="next" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html" />
<link rel="prev" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" accesskey="U">multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -71,13 +60,13 @@
</div>
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion">
-<em class="property">class </em><code class="descname">DifficultyFusion</code><span class="sig-paren">(</span><em>random_state=None</em>, <em>classifier_names=None</em>, <em>monoview_estimators=None</em>, <em>classifier_configs=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.additions.diversity_utils.GlobalDiversityFusionClassifier</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">DifficultyFusion</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">monoview_estimators</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_configs</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.additions.diversity_utils.GlobalDiversityFusionClassifier</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion.diversity_measure">
-<code class="descname">diversity_measure</code><span class="sig-paren">(</span><em>classifiers_decisions</em>, <em>combination</em>, <em>y</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion.diversity_measure" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">diversity_measure</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifiers_decisions</span></em>, <em class="sig-param"><span class="n">combination</span></em>, <em class="sig-param"><span class="n">y</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion.diversity_measure" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
@@ -91,7 +80,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -111,20 +100,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.txt"
+ <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -144,7 +133,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" >multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -152,7 +141,7 @@
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html
index d40b521766e46f90dbdc4cda1c6d67da3b07f981..9c3d2ab287721120bfaf00aad444ab592f79337b 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" />
<link rel="next" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html" />
<link rel="prev" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" accesskey="U">multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -71,13 +60,13 @@
</div>
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion">
-<em class="property">class </em><code class="descname">DisagreeFusion</code><span class="sig-paren">(</span><em>random_state=None</em>, <em>classifier_names=None</em>, <em>monoview_estimators=None</em>, <em>classifier_configs=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.additions.diversity_utils.CoupleDiversityFusionClassifier</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">DisagreeFusion</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">monoview_estimators</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_configs</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.additions.diversity_utils.CoupleDiversityFusionClassifier</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion.diversity_measure">
-<code class="descname">diversity_measure</code><span class="sig-paren">(</span><em>first_classifier_decision</em>, <em>second_classifier_decision</em>, <em>_</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion.diversity_measure" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">diversity_measure</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">first_classifier_decision</span></em>, <em class="sig-param"><span class="n">second_classifier_decision</span></em>, <em class="sig-param"><span class="n">_</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion.diversity_measure" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
@@ -91,7 +80,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -111,20 +100,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.txt"
+ <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -144,7 +133,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" >multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -152,7 +141,7 @@
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html
index a2d7f3541dbe95f40f2025dc122b425a478b776d..a533b3833782a5a840ce0f22ac312ba6c33ff47c 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" />
<link rel="next" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html" />
<link rel="prev" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" accesskey="U">multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -71,13 +60,13 @@
</div>
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion">
-<em class="property">class </em><code class="descname">DoubleFaultFusion</code><span class="sig-paren">(</span><em>random_state=None</em>, <em>classifier_names=None</em>, <em>monoview_estimators=None</em>, <em>classifier_configs=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.additions.diversity_utils.CoupleDiversityFusionClassifier</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">DoubleFaultFusion</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">monoview_estimators</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_configs</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.additions.diversity_utils.CoupleDiversityFusionClassifier</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion.diversity_measure">
-<code class="descname">diversity_measure</code><span class="sig-paren">(</span><em>first_classifier_decision</em>, <em>second_classifier_decision</em>, <em>y</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion.diversity_measure" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">diversity_measure</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">first_classifier_decision</span></em>, <em class="sig-param"><span class="n">second_classifier_decision</span></em>, <em class="sig-param"><span class="n">y</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion.diversity_measure" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
@@ -91,7 +80,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -111,20 +100,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.txt"
+ <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -144,7 +133,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" >multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -152,7 +141,7 @@
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html
index 91069466425003e07557226a543ef26aef63f45b..287a22d32890ef33aac3a5832a4203d9f6faa369 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" />
<link rel="next" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.html" />
<link rel="prev" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" accesskey="U">multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -71,13 +60,13 @@
</div>
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion">
-<em class="property">class </em><code class="descname">EntropyFusion</code><span class="sig-paren">(</span><em>random_state=None</em>, <em>classifier_names=None</em>, <em>monoview_estimators=None</em>, <em>classifier_configs=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.additions.diversity_utils.GlobalDiversityFusionClassifier</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">EntropyFusion</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">monoview_estimators</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_configs</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.additions.diversity_utils.GlobalDiversityFusionClassifier</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion.diversity_measure">
-<code class="descname">diversity_measure</code><span class="sig-paren">(</span><em>classifiers_decisions</em>, <em>combination</em>, <em>y</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion.diversity_measure" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">diversity_measure</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifiers_decisions</span></em>, <em class="sig-param"><span class="n">combination</span></em>, <em class="sig-param"><span class="n">y</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion.diversity_measure" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
@@ -91,7 +80,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -111,20 +100,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.txt"
+ <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -144,7 +133,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" >multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -152,7 +141,7 @@
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.html
index af5eb870a8c2d555c3e73e5d05a497715c638258..ed0df15f8c93ee5ed3361c178d4fdb906f266c64 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" />
<link rel="next" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.html" />
<link rel="prev" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" accesskey="U">multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -80,7 +69,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -100,20 +89,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.txt"
+ <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -133,7 +122,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" >multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -141,7 +130,7 @@
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.html
index 3ecc3fcf6e3ee33bf7da0c8e3dd4cce11591c2d9..cb8c77b6151bba682bbd510510f1bd902112472e 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" />
<link rel="next" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.html" />
<link rel="prev" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" accesskey="U">multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -80,7 +69,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -100,20 +89,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.txt"
+ <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -133,7 +122,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" >multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -141,7 +130,7 @@
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.html
index 63edd60dfdd3279184698dd94b41cb031f123061..b9f2c2991052abcc1df8c23e11ee2cefe64e9014 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.html" />
<link rel="next" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage.html" />
<link rel="prev" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" >multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -79,7 +68,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -98,20 +87,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.txt"
+ <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -131,7 +120,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" >multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -141,7 +130,7 @@
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage.html
index 8f4498fb565535744e39a53103ef4040bf00e9ab..1bcfc2e24df209e2dd2cf6539f99fc21b44e1c17 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.html" />
<link rel="next" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion.html" />
<link rel="prev" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" >multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -91,7 +80,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -114,20 +103,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage.txt"
+ <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -147,7 +136,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" >multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -157,7 +146,7 @@
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.html
index 04cc9ab77eab8f6a518c6b0ca4aac1e60caca381..76271406284069fdec95f8bb25d1597776ac3ac0 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.html" />
<link rel="next" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.html" />
<link rel="prev" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" >multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -104,7 +93,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods package</a><ul>
<li><a class="reference internal" href="#subpackages">Subpackages</a></li>
@@ -125,20 +114,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.txt"
+ <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -158,7 +147,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" >multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -167,7 +156,7 @@
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.html
index d2d51e3fa2f90051206c230c884b43a24e655454..81c878e85a22f7e053230b9b357f775f55553dc4 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" />
<link rel="next" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.html" />
<link rel="prev" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" accesskey="U">multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -113,7 +102,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion package</a><ul>
<li><a class="reference internal" href="#subpackages">Subpackages</a></li>
@@ -134,20 +123,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.txt"
+ <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -167,7 +156,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" >multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -175,7 +164,7 @@
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html
index 162827da105796226c593d0edc473a8ae0e1cba2..b638e9748e25bf247e7110f1f50fdd72c264c7f5 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
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- };
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- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform.mono_multi_view_classifiers package" href="multiview_platform.mono_multi_view_classifiers.html" />
<link rel="next" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html" />
<link rel="prev" title="multiview_platform.mono_multi_view_classifiers package" href="multiview_platform.mono_multi_view_classifiers.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.html" title="multiview_platform.mono_multi_view_classifiers package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" accesskey="U">multiview_platform.mono_multi_view_classifiers package</a> »</li>
</ul>
@@ -162,7 +151,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a><ul>
<li><a class="reference internal" href="#subpackages">Subpackages</a></li>
@@ -180,20 +169,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.txt"
+ <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -213,14 +202,14 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.html" title="multiview_platform.mono_multi_view_classifiers package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion.html
index b365bc54167b542c7f43c1d0cb27ec49f11cfbe1..9c2390e46f3448602bc0cac9e9e708274c6cbcac 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion package — SuMMIT 0 documentation</title>
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<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
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- };
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- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
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+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" />
<link rel="next" title="multiview_platform.mono_multi_view_classifiers.utils package" href="multiview_platform.mono_multi_view_classifiers.utils.html" />
<link rel="prev" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage.html" />
- </head>
- <body role="document">
+ </head><body>
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<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" accesskey="U">multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -80,7 +69,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -100,20 +89,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion.txt"
+ <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -133,7 +122,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html" >multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a> »</li>
@@ -141,7 +130,7 @@
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.utils.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.utils.html
index b2f33f252d8fee33d243bf964e28ec67de921c60..78ae1c63f2e5dea33e682bbfb2ba5c64c85f706b 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.utils.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.utils.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.mono_multi_view_classifiers.utils package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.mono_multi_view_classifiers.utils package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
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- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
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+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform.mono_multi_view_classifiers package" href="multiview_platform.mono_multi_view_classifiers.html" />
<link rel="next" title="multiview_platform.tests package" href="multiview_platform.tests.html" />
<link rel="prev" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion package" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" accesskey="U">multiview_platform.mono_multi_view_classifiers package</a> »</li>
</ul>
@@ -64,1006 +53,982 @@
</div>
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.configuration">
<span id="multiview-platform-mono-multi-view-classifiers-utils-configuration-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.configuration module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.configuration" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.configuration.get_the_args">
-<code class="descname">get_the_args</code><span class="sig-paren">(</span><em>path_to_config_file='../config_files/config.yml'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.configuration.get_the_args" title="Permalink to this definition">¶</a></dt>
-<dd><p>The function for extracting the args for a ‘.yml’ file.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>path_to_config_file</strong> (<em>str, path to the yml file containing the configuration</em>) – </td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><ul class="simple">
-<li><strong>yaml_config</strong> (<em>dict, the dictionary conaining the configuration for the</em>)</li>
-<li><em>benchmark</em></li>
+<code class="sig-name descname">get_the_args</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">path_to_config_file</span><span class="o">=</span><span class="default_value">'../config_files/config.yml'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.configuration.get_the_args" title="Permalink to this definition">¶</a></dt>
+<dd><p>The function for extracting the args for a ‘.yml’ file.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>path_to_config_file</strong> (<em>str</em><em>, </em><em>path to the yml file containing the configuration</em>) – </p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><ul class="simple">
+<li><p><strong>yaml_config</strong> (<em>dict, the dictionary conaining the configuration for the</em>)</p></li>
+<li><p><em>benchmark</em></p></li>
</ul>
-</td>
-</tr>
-</tbody>
-</table>
+</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.configuration.pass_default_config">
-<code class="descname">pass_default_config</code><span class="sig-paren">(</span><em>log=True, name=['plausible'], label='_', file_type='.hdf5', views=None, pathf='../data/', nice=0, random_state=42, nb_cores=1, full=True, debug=False, add_noise=False, noise_std=0.0, res_dir='../results/', track_tracebacks=True, split=0.49, nb_folds=5, nb_class=None, classes=None, type=['multiview'], algos_monoview=['all'], algos_multiview=['svm_jumbo_fusion'], stats_iter=2, metrics={'accuracy_score': {}, 'f1_score': {}}, metric_princ='accuracy_score', hps_type='Random', hps_iter=1, hps_kwargs={'n_iter': 10, 'equivalent_draws': True}, **kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.configuration.pass_default_config" title="Permalink to this definition">¶</a></dt>
-<dd><table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>log</strong> – </li>
-<li><strong>name</strong> – </li>
-<li><strong>label</strong> – </li>
-<li><strong>file_type</strong> – </li>
-<li><strong>views</strong> – </li>
-<li><strong>pathf</strong> – </li>
-<li><strong>nice</strong> – </li>
-<li><strong>random_state</strong> – </li>
-<li><strong>nb_cores</strong> – </li>
-<li><strong>full</strong> – </li>
-<li><strong>debug</strong> – </li>
-<li><strong>add_noise</strong> – </li>
-<li><strong>noise_std</strong> – </li>
-<li><strong>res_dir</strong> – </li>
-<li><strong>track_tracebacks</strong> – </li>
-<li><strong>split</strong> – </li>
-<li><strong>nb_folds</strong> – </li>
-<li><strong>nb_class</strong> – </li>
-<li><strong>classes</strong> – </li>
-<li><strong>type</strong> – </li>
-<li><strong>algos_monoview</strong> – </li>
-<li><strong>algos_multiview</strong> – </li>
-<li><strong>stats_iter</strong> – </li>
-<li><strong>metrics</strong> – </li>
-<li><strong>metric_princ</strong> – </li>
-<li><strong>hps_type</strong> – </li>
-<li><strong>hps_iter</strong> – </li>
+<code class="sig-name descname">pass_default_config</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">log</span><span class="o">=</span><span class="default_value">True</span></em>, <em class="sig-param"><span class="n">name</span><span class="o">=</span><span class="default_value">['plausible']</span></em>, <em class="sig-param"><span class="n">label</span><span class="o">=</span><span class="default_value">'_'</span></em>, <em class="sig-param"><span class="n">file_type</span><span class="o">=</span><span class="default_value">'.hdf5'</span></em>, <em class="sig-param"><span class="n">views</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">pathf</span><span class="o">=</span><span class="default_value">'../data/'</span></em>, <em class="sig-param"><span class="n">nice</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">42</span></em>, <em class="sig-param"><span class="n">nb_cores</span><span class="o">=</span><span class="default_value">1</span></em>, <em class="sig-param"><span class="n">full</span><span class="o">=</span><span class="default_value">True</span></em>, <em class="sig-param"><span class="n">debug</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">add_noise</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">noise_std</span><span class="o">=</span><span class="default_value">0.0</span></em>, <em class="sig-param"><span class="n">res_dir</span><span class="o">=</span><span class="default_value">'../results/'</span></em>, <em class="sig-param"><span class="n">track_tracebacks</span><span class="o">=</span><span class="default_value">True</span></em>, <em class="sig-param"><span class="n">split</span><span class="o">=</span><span class="default_value">0.49</span></em>, <em class="sig-param"><span class="n">nb_folds</span><span class="o">=</span><span class="default_value">5</span></em>, <em class="sig-param"><span class="n">nb_class</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classes</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">type</span><span class="o">=</span><span class="default_value">['multiview']</span></em>, <em class="sig-param"><span class="n">algos_monoview</span><span class="o">=</span><span class="default_value">['all']</span></em>, <em class="sig-param"><span class="n">algos_multiview</span><span class="o">=</span><span class="default_value">['svm_jumbo_fusion']</span></em>, <em class="sig-param"><span class="n">stats_iter</span><span class="o">=</span><span class="default_value">2</span></em>, <em class="sig-param"><span class="n">metrics</span><span class="o">=</span><span class="default_value">{'accuracy_score': {}, 'f1_score': {}}</span></em>, <em class="sig-param"><span class="n">metric_princ</span><span class="o">=</span><span class="default_value">'accuracy_score'</span></em>, <em class="sig-param"><span class="n">hps_type</span><span class="o">=</span><span class="default_value">'Random'</span></em>, <em class="sig-param"><span class="n">hps_iter</span><span class="o">=</span><span class="default_value">1</span></em>, <em class="sig-param"><span class="n">hps_kwargs</span><span class="o">=</span><span class="default_value">{'equivalent_draws': True, 'n_iter': 10}</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.configuration.pass_default_config" title="Permalink to this definition">¶</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>log</strong> – </p></li>
+<li><p><strong>name</strong> – </p></li>
+<li><p><strong>label</strong> – </p></li>
+<li><p><strong>file_type</strong> – </p></li>
+<li><p><strong>views</strong> – </p></li>
+<li><p><strong>pathf</strong> – </p></li>
+<li><p><strong>nice</strong> – </p></li>
+<li><p><strong>random_state</strong> – </p></li>
+<li><p><strong>nb_cores</strong> – </p></li>
+<li><p><strong>full</strong> – </p></li>
+<li><p><strong>debug</strong> – </p></li>
+<li><p><strong>add_noise</strong> – </p></li>
+<li><p><strong>noise_std</strong> – </p></li>
+<li><p><strong>res_dir</strong> – </p></li>
+<li><p><strong>track_tracebacks</strong> – </p></li>
+<li><p><strong>split</strong> – </p></li>
+<li><p><strong>nb_folds</strong> – </p></li>
+<li><p><strong>nb_class</strong> – </p></li>
+<li><p><strong>classes</strong> – </p></li>
+<li><p><strong>type</strong> – </p></li>
+<li><p><strong>algos_monoview</strong> – </p></li>
+<li><p><strong>algos_multiview</strong> – </p></li>
+<li><p><strong>stats_iter</strong> – </p></li>
+<li><p><strong>metrics</strong> – </p></li>
+<li><p><strong>metric_princ</strong> – </p></li>
+<li><p><strong>hps_type</strong> – </p></li>
+<li><p><strong>hps_iter</strong> – </p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last"></p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p></p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.configuration.save_config">
-<code class="descname">save_config</code><span class="sig-paren">(</span><em>directory</em>, <em>arguments</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.configuration.save_config" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">save_config</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">directory</span></em>, <em class="sig-param"><span class="n">arguments</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.configuration.save_config" title="Permalink to this definition">¶</a></dt>
<dd><p>Saves the config file in the result directory.</p>
</dd></dl>
</div>
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.dataset">
<span id="multiview-platform-mono-multi-view-classifiers-utils-dataset-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.dataset module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.dataset" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset">
-<em class="property">class </em><code class="descname">Dataset</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">object</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">Dataset</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.check_selected_label_names">
-<code class="descname">check_selected_label_names</code><span class="sig-paren">(</span><em>nb_labels=None</em>, <em>selected_label_names=None</em>, <em>random_state=<mtrand.RandomState object></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.check_selected_label_names" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">check_selected_label_names</code><span class="sig-paren">(</span><em class="sig-param">nb_labels=None</em>, <em class="sig-param">selected_label_names=None</em>, <em class="sig-param">random_state=RandomState(MT19937) at 0x7FC3CBFFD678</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.check_selected_label_names" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.filter">
-<code class="descname">filter</code><span class="sig-paren">(</span><em>labels</em>, <em>label_names</em>, <em>example_indices</em>, <em>view_names</em>, <em>path=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.filter" title="Permalink to this definition">¶</a></dt>
+<em class="property">abstract </em><code class="sig-name descname">filter</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">labels</span></em>, <em class="sig-param"><span class="n">label_names</span></em>, <em class="sig-param"><span class="n">example_indices</span></em>, <em class="sig-param"><span class="n">view_names</span></em>, <em class="sig-param"><span class="n">path</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.filter" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_label_names">
-<code class="descname">get_label_names</code><span class="sig-paren">(</span><em>example_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_label_names" title="Permalink to this definition">¶</a></dt>
+<em class="property">abstract </em><code class="sig-name descname">get_label_names</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_label_names" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_labels">
-<code class="descname">get_labels</code><span class="sig-paren">(</span><em>example_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_labels" title="Permalink to this definition">¶</a></dt>
+<em class="property">abstract </em><code class="sig-name descname">get_labels</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_labels" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_nb_examples">
-<code class="descname">get_nb_examples</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_nb_examples" title="Permalink to this definition">¶</a></dt>
+<em class="property">abstract </em><code class="sig-name descname">get_nb_examples</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_nb_examples" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_shape">
-<code class="descname">get_shape</code><span class="sig-paren">(</span><em>view_index=0</em>, <em>example_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_shape" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_shape</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_index</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_shape" title="Permalink to this definition">¶</a></dt>
<dd><p>Gets the shape of the needed view on the asked examples</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>view_index</strong> (<em>int</em>) – The index of the view to extract</li>
-<li><strong>example_indices</strong> (<em>numpy.ndarray</em>) – The array containing the indices of the examples to extract.</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>view_index</strong> (<em>int</em>) – The index of the view to extract</p></li>
+<li><p><strong>example_indices</strong> (<em>numpy.ndarray</em>) – The array containing the indices of the examples to extract.</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"></p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">Tuple containing the shape</p>
-</td>
-</tr>
-</tbody>
-</table>
-</dd></dl>
-
-<dl class="method">
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p></p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>Tuple containing the shape</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_v">
-<code class="descname">get_v</code><span class="sig-paren">(</span><em>view_index</em>, <em>example_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_v" title="Permalink to this definition">¶</a></dt>
+<em class="property">abstract </em><code class="sig-name descname">get_v</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_index</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_v" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.init_example_indces">
-<code class="descname">init_example_indces</code><span class="sig-paren">(</span><em>example_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.init_example_indces" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_example_indces</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.init_example_indces" title="Permalink to this definition">¶</a></dt>
<dd><p>If no example indices are provided, selects all the examples.</p>
</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_labels">
-<code class="descname">select_labels</code><span class="sig-paren">(</span><em>selected_label_names</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_labels" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">select_labels</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">selected_label_names</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_labels" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_views_and_labels">
-<code class="descname">select_views_and_labels</code><span class="sig-paren">(</span><em>nb_labels=None</em>, <em>selected_label_names=None</em>, <em>random_state=None</em>, <em>view_names=None</em>, <em>path_for_new='../data/'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_views_and_labels" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">select_views_and_labels</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">nb_labels</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">selected_label_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">path_for_new</span><span class="o">=</span><span class="default_value">'../data/'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_views_and_labels" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.to_numpy_array">
-<code class="descname">to_numpy_array</code><span class="sig-paren">(</span><em>example_indices=None</em>, <em>view_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.to_numpy_array" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">to_numpy_array</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.to_numpy_array" title="Permalink to this definition">¶</a></dt>
<dd><p>To concatenate the needed views in one big numpy array while saving the
limits of each view in a list, to be able to retrieve them later.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>example_indices</strong> (<em>array like,</em>) – </li>
-<li><strong>indices of the examples to extract from the dataset</strong> (<em>The</em>) – </li>
-<li><strong>view_indices</strong> (<em>array like,</em>) – </li>
-<li><strong>indices of the view to concatenate in the numpy array</strong> (<em>The</em>) – </li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>example_indices</strong> (<em>array like</em><em>,</em>) – </p></li>
+<li><p><strong>indices of the examples to extract from the dataset</strong> (<em>The</em>) – </p></li>
+<li><p><strong>view_indices</strong> (<em>array like</em><em>,</em>) – </p></li>
+<li><p><strong>indices of the view to concatenate in the numpy array</strong> (<em>The</em>) – </p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last"><ul class="simple">
-<li><strong>concat_views</strong> (<em>numpy array,</em>)</li>
-<li><em>The numpy array containing all the needed views.</em></li>
-<li><strong>view_limits</strong> (<em>list of int</em>)</li>
-<li><em>The limits of each slice used to extract the views.</em></li>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><ul class="simple">
+<li><p><strong>concat_views</strong> (<em>numpy array,</em>)</p></li>
+<li><p><em>The numpy array containing all the needed views.</em></p></li>
+<li><p><strong>view_limits</strong> (<em>list of int</em>)</p></li>
+<li><p><em>The limits of each slice used to extract the views.</em></p></li>
</ul>
</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+</dl>
</dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset">
-<em class="property">class </em><code class="descname">HDF5Dataset</code><span class="sig-paren">(</span><em>views=None</em>, <em>labels=None</em>, <em>are_sparse=False</em>, <em>file_name='dataset.hdf5'</em>, <em>view_names=None</em>, <em>path=''</em>, <em>hdf5_file=None</em>, <em>labels_names=None</em>, <em>is_temp=False</em>, <em>example_ids=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset" title="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset"><code class="xref py py-class docutils literal"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset</span></code></a></p>
+<em class="property">class </em><code class="sig-name descname">HDF5Dataset</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">views</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">labels</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">are_sparse</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">file_name</span><span class="o">=</span><span class="default_value">'dataset.hdf5'</span></em>, <em class="sig-param"><span class="n">view_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">path</span><span class="o">=</span><span class="default_value">''</span></em>, <em class="sig-param"><span class="n">hdf5_file</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">labels_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">is_temp</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">example_ids</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset" title="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset</span></code></a></p>
<p>Class of Dataset</p>
<p>This class is used to encapsulate the multiview dataset while keeping it stored on the disk instead of in RAM.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>views</strong> (<em>list of numpy arrays or None</em>) – The list containing each view of the dataset as a numpy array of shape
-(nb examples, nb features).</li>
-<li><strong>labels</strong> (<em>numpy array or None</em>) – The labels for the multiview dataset, of shape (nb examples, ).</li>
-<li><strong>are_sparse</strong> (<em>list of bool, or None</em>) – The list of boolean telling if each view is sparse or not.</li>
-<li><strong>file_name</strong> (<em>str, or None</em>) – The name of the hdf5 file that will be created to store the multiview
-dataset.</li>
-<li><strong>view_names</strong> (<em>list of str, or None</em>) – The name of each view.</li>
-<li><strong>path</strong> (<em>str, or None</em>) – The path where the hdf5 dataset file will be stored</li>
-<li><strong>hdf5_file</strong> (<em>h5py.File object, or None</em>) – If not None, the dataset will be imported directly from this file.</li>
-<li><strong>labels_names</strong> (<em>list of str, or None</em>) – The name for each unique value of the labels given in labels.</li>
-<li><strong>is_temp</strong> (<em>bool</em>) – Used if a temporary dataset has to be used by the benchmark.</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>views</strong> (<em>list of numpy arrays</em><em> or </em><em>None</em>) – The list containing each view of the dataset as a numpy array of shape
+(nb examples, nb features).</p></li>
+<li><p><strong>labels</strong> (<em>numpy array</em><em> or </em><em>None</em>) – The labels for the multiview dataset, of shape (nb examples, ).</p></li>
+<li><p><strong>are_sparse</strong> (<em>list of bool</em><em>, or </em><em>None</em>) – The list of boolean telling if each view is sparse or not.</p></li>
+<li><p><strong>file_name</strong> (<em>str</em><em>, or </em><em>None</em>) – The name of the hdf5 file that will be created to store the multiview
+dataset.</p></li>
+<li><p><strong>view_names</strong> (<em>list of str</em><em>, or </em><em>None</em>) – The name of each view.</p></li>
+<li><p><strong>path</strong> (<em>str</em><em>, or </em><em>None</em>) – The path where the hdf5 dataset file will be stored</p></li>
+<li><p><strong>hdf5_file</strong> (<em>h5py.File object</em><em>, or </em><em>None</em>) – If not None, the dataset will be imported directly from this file.</p></li>
+<li><p><strong>labels_names</strong> (<em>list of str</em><em>, or </em><em>None</em>) – The name for each unique value of the labels given in labels.</p></li>
+<li><p><strong>is_temp</strong> (<em>bool</em>) – Used if a temporary dataset has to be used by the benchmark.</p></li>
</ul>
-</td>
-</tr>
-</tbody>
-</table>
-<dl class="attribute">
+</dd>
+</dl>
+<dl class="py attribute">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.dataset">
-<code class="descname">dataset</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.dataset" title="Permalink to this definition">¶</a></dt>
-<dd><p><em>h5py.File object</em> – The h5py file pbject that points to the hdf5 dataset on the disk.</p>
+<code class="sig-name descname">dataset</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.dataset" title="Permalink to this definition">¶</a></dt>
+<dd><p>The h5py file pbject that points to the hdf5 dataset on the disk.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type</dt>
+<dd class="field-odd"><p>h5py.File object</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="attribute">
+<dl class="py attribute">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.nb_view">
-<code class="descname">nb_view</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.nb_view" title="Permalink to this definition">¶</a></dt>
-<dd><p><em>int</em> – The number of views in the dataset.</p>
+<code class="sig-name descname">nb_view</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.nb_view" title="Permalink to this definition">¶</a></dt>
+<dd><p>The number of views in the dataset.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type</dt>
+<dd class="field-odd"><p>int</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="attribute">
+<dl class="py attribute">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.view_dict">
-<code class="descname">view_dict</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.view_dict" title="Permalink to this definition">¶</a></dt>
-<dd><p><em>dict</em> –</p>
-<dl class="docutils">
-<dt>The dictionnary with the name of each view as the keys and their indices</dt>
-<dd>as values</dd>
+<code class="sig-name descname">view_dict</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.view_dict" title="Permalink to this definition">¶</a></dt>
+<dd><dl class="simple">
+<dt>The dictionnary with the name of each view as the keys and their indices</dt><dd><p>as values</p>
+</dd>
+</dl>
+<dl class="field-list simple">
+<dt class="field-odd">Type</dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
</dl>
</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.add_gaussian_noise">
-<code class="descname">add_gaussian_noise</code><span class="sig-paren">(</span><em>random_state</em>, <em>path</em>, <em>noise_std=0.15</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.add_gaussian_noise" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">add_gaussian_noise</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span></em>, <em class="sig-param"><span class="n">path</span></em>, <em class="sig-param"><span class="n">noise_std</span><span class="o">=</span><span class="default_value">0.15</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.add_gaussian_noise" title="Permalink to this definition">¶</a></dt>
<dd><p>In this function, we add a guaussian noise centered in 0 with specified
-std to each view, according to it’s range (the noise will be
+std to each view, according to it’s range (the noise will be
mutliplied by this range) and we crop the noisy signal according to the
-view’s attributes limits.
+view’s attributes limits.
This is done by creating a new dataset, to keep clean data.</p>
</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.copy_view">
-<code class="descname">copy_view</code><span class="sig-paren">(</span><em>target_dataset=None</em>, <em>source_view_name=None</em>, <em>target_view_index=None</em>, <em>example_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.copy_view" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">copy_view</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">target_dataset</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">source_view_name</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">target_view_index</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.copy_view" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.filter">
-<code class="descname">filter</code><span class="sig-paren">(</span><em>labels</em>, <em>label_names</em>, <em>example_indices</em>, <em>view_names</em>, <em>path=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.filter" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">filter</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">labels</span></em>, <em class="sig-param"><span class="n">label_names</span></em>, <em class="sig-param"><span class="n">example_indices</span></em>, <em class="sig-param"><span class="n">view_names</span></em>, <em class="sig-param"><span class="n">path</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.filter" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_label_names">
-<code class="descname">get_label_names</code><span class="sig-paren">(</span><em>decode=True</em>, <em>example_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_label_names" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_label_names</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">decode</span><span class="o">=</span><span class="default_value">True</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_label_names" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to get the list of the label names for the given set of examples</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
-<li><strong>decode</strong> (<em>bool</em>) – If True, will decode the label names before listing them</li>
-<li><strong>example_indices</strong> (<em>numpy.ndarray</em>) – The array containing the indices of the needed examples</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>decode</strong> (<em>bool</em>) – If True, will decode the label names before listing them</p></li>
+<li><p><strong>example_indices</strong> (<em>numpy.ndarray</em>) – The array containing the indices of the needed examples</p></li>
</ul>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+</dl>
</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_labels">
-<code class="descname">get_labels</code><span class="sig-paren">(</span><em>example_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_labels" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_labels</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_labels" title="Permalink to this definition">¶</a></dt>
<dd><p>Gets the label array for the asked examples</p>
<blockquote>
-<div>Parameters</div></blockquote>
-<dl class="docutils">
-<dt>example_indices</dt>
- <span class="classifier-delimiter">:</span> <span class="classifier">numpy.ndarray</span><dd>The array containing the indices of the examples to extract.</dd>
+<div><p>Parameters</p>
+</div></blockquote>
+<dl class="simple">
+<dt>example_indices<span class="classifier">numpy.ndarray</span></dt><dd><p>The array containing the indices of the examples to extract.</p>
+</dd>
</dl>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Returns:</th><td class="field-body"></td>
-</tr>
-<tr class="field-even field"><th class="field-name">Return type:</th><td class="field-body">numpy.ndarray containing the labels of the asked examples</td>
-</tr>
-</tbody>
-</table>
-</dd></dl>
-
-<dl class="method">
+<dl class="field-list simple">
+<dt class="field-odd">Returns</dt>
+<dd class="field-odd"><p></p>
+</dd>
+<dt class="field-even">Return type</dt>
+<dd class="field-even"><p>numpy.ndarray containing the labels of the asked examples</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_name">
-<code class="descname">get_name</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_name" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_name</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_name" title="Permalink to this definition">¶</a></dt>
<dd><p>Ony works if there are not multiple dots in the files name</p>
</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_class">
-<code class="descname">get_nb_class</code><span class="sig-paren">(</span><em>example_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_class" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_nb_class</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_class" title="Permalink to this definition">¶</a></dt>
<dd><p>Gets the number of classes of the dataset for the asked examples</p>
<blockquote>
-<div>Parameters</div></blockquote>
-<dl class="docutils">
-<dt>example_indices</dt>
- <span class="classifier-delimiter">:</span> <span class="classifier">numpy.ndarray</span><dd>The array containing the indices of the examples to extract.</dd>
+<div><p>Parameters</p>
+</div></blockquote>
+<dl class="simple">
+<dt>example_indices<span class="classifier">numpy.ndarray</span></dt><dd><p>The array containing the indices of the examples to extract.</p>
+</dd>
</dl>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Returns:</th><td class="field-body"><strong>int</strong></td>
-</tr>
-<tr class="field-even field"><th class="field-name">Return type:</th><td class="field-body">The number of classes</td>
-</tr>
-</tbody>
-</table>
-</dd></dl>
-
-<dl class="method">
+<dl class="field-list simple">
+<dt class="field-odd">Returns</dt>
+<dd class="field-odd"><p><strong>int</strong></p>
+</dd>
+<dt class="field-even">Return type</dt>
+<dd class="field-even"><p>The number of classes</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_examples">
-<code class="descname">get_nb_examples</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_examples" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_nb_examples</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_examples" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to get the number of examples available in hte dataset</p>
</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_v">
-<code class="descname">get_v</code><span class="sig-paren">(</span><em>view_index</em>, <em>example_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_v" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_v</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_index</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_v" title="Permalink to this definition">¶</a></dt>
<dd><p>Extract the view and returns a numpy.ndarray containing the description
of the examples specified in example_indices</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>view_index</strong> (<em>int</em>) – The index of the view to extract</li>
-<li><strong>example_indices</strong> (<em>numpy.ndarray</em>) – The array containing the indices of the examples to extract.</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>view_index</strong> (<em>int</em>) – The index of the view to extract</p></li>
+<li><p><strong>example_indices</strong> (<em>numpy.ndarray</em>) – The array containing the indices of the examples to extract.</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"></p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">A numpy.ndarray containing the view data for the needed examples</p>
-</td>
-</tr>
-</tbody>
-</table>
-</dd></dl>
-
-<dl class="method">
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p></p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>A numpy.ndarray containing the view data for the needed examples</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_dict">
-<code class="descname">get_view_dict</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_dict" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_view_dict</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_dict" title="Permalink to this definition">¶</a></dt>
<dd><p>Returns the dictionary with view indices as keys and their corresponding
names as values</p>
</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_name">
-<code class="descname">get_view_name</code><span class="sig-paren">(</span><em>view_idx</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_name" title="Permalink to this definition">¶</a></dt>
-<dd><p>Method to get a view’s name from its index.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>view_idx</strong> (<em>int</em>) – The index of the view in the dataset</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"></td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body">The view’s name.</td>
-</tr>
-</tbody>
-</table>
-</dd></dl>
-
-<dl class="method">
+<code class="sig-name descname">get_view_name</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_idx</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_name" title="Permalink to this definition">¶</a></dt>
+<dd><p>Method to get a view’s name from its index.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>view_idx</strong> (<em>int</em>) – The index of the view in the dataset</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p></p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>The view’s name.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_attrs">
-<code class="descname">init_attrs</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_attrs" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_attrs</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_attrs" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to init the attributes that are modified when self.dataset
changes</p>
</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_view_names">
-<code class="descname">init_view_names</code><span class="sig-paren">(</span><em>view_names=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_view_names" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_view_names</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_names</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_view_names" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.rm">
-<code class="descname">rm</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.rm" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">rm</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.rm" title="Permalink to this definition">¶</a></dt>
<dd><p>Method used to delete the dataset file on the disk if the dataset is
temporary.</p>
</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.update_hdf5_dataset">
-<code class="descname">update_hdf5_dataset</code><span class="sig-paren">(</span><em>path</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.update_hdf5_dataset" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">update_hdf5_dataset</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">path</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.update_hdf5_dataset" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset">
-<em class="property">class </em><code class="descname">RAMDataset</code><span class="sig-paren">(</span><em>views=None</em>, <em>labels=None</em>, <em>are_sparse=False</em>, <em>view_names=None</em>, <em>labels_names=None</em>, <em>example_ids=None</em>, <em>name=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset" title="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset"><code class="xref py py-class docutils literal"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset</span></code></a></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">RAMDataset</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">views</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">labels</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">are_sparse</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">view_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">labels_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">example_ids</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">name</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset" title="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset</span></code></a></p>
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.filter">
-<code class="descname">filter</code><span class="sig-paren">(</span><em>labels</em>, <em>label_names</em>, <em>example_indices</em>, <em>view_names</em>, <em>path=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.filter" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">filter</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">labels</span></em>, <em class="sig-param"><span class="n">label_names</span></em>, <em class="sig-param"><span class="n">example_indices</span></em>, <em class="sig-param"><span class="n">view_names</span></em>, <em class="sig-param"><span class="n">path</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.filter" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_label_names">
-<code class="descname">get_label_names</code><span class="sig-paren">(</span><em>example_indices=None</em>, <em>decode=True</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_label_names" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_label_names</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">decode</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_label_names" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_labels">
-<code class="descname">get_labels</code><span class="sig-paren">(</span><em>example_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_labels" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_labels</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_labels" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_name">
-<code class="descname">get_name</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_name" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_name</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_name" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_class">
-<code class="descname">get_nb_class</code><span class="sig-paren">(</span><em>example_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_class" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_nb_class</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_class" title="Permalink to this definition">¶</a></dt>
<dd><p>Gets the number of class of the dataset</p>
</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_examples">
-<code class="descname">get_nb_examples</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_examples" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_nb_examples</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_examples" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_v">
-<code class="descname">get_v</code><span class="sig-paren">(</span><em>view_index</em>, <em>example_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_v" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_v</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_index</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_v" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_dict">
-<code class="descname">get_view_dict</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_dict" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_view_dict</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_dict" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_name">
-<code class="descname">get_view_name</code><span class="sig-paren">(</span><em>view_idx</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_name" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_view_name</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_idx</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_name" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.init_attrs">
-<code class="descname">init_attrs</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.init_attrs" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_attrs</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.init_attrs" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to init the two attributes that are modified when self.dataset
changes</p>
</dd></dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.confirm">
-<code class="descname">confirm</code><span class="sig-paren">(</span><em>resp=True</em>, <em>timeout=15</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.confirm" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">confirm</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">resp</span><span class="o">=</span><span class="default_value">True</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="o">=</span><span class="default_value">15</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.confirm" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to process answer</p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.copy_hdf5">
-<code class="descname">copy_hdf5</code><span class="sig-paren">(</span><em>pathF</em>, <em>name</em>, <em>nbCores</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.copy_hdf5" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">copy_hdf5</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">pathF</span></em>, <em class="sig-param"><span class="n">name</span></em>, <em class="sig-param"><span class="n">nbCores</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.copy_hdf5" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to copy a HDF5 database in case of multicore computing</p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.datasets_already_exist">
-<code class="descname">datasets_already_exist</code><span class="sig-paren">(</span><em>pathF</em>, <em>name</em>, <em>nbCores</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.datasets_already_exist" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to check if it’s necessary to copy datasets</p>
+<code class="sig-name descname">datasets_already_exist</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">pathF</span></em>, <em class="sig-param"><span class="n">name</span></em>, <em class="sig-param"><span class="n">nbCores</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.datasets_already_exist" title="Permalink to this definition">¶</a></dt>
+<dd><p>Used to check if it’s necessary to copy datasets</p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.delete_HDF5">
-<code class="descname">delete_HDF5</code><span class="sig-paren">(</span><em>benchmarkArgumentsDictionaries</em>, <em>nbCores</em>, <em>dataset</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.delete_HDF5" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">delete_HDF5</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">benchmarkArgumentsDictionaries</span></em>, <em class="sig-param"><span class="n">nbCores</span></em>, <em class="sig-param"><span class="n">dataset</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.delete_HDF5" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to delete temporary copies at the end of the benchmark</p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.extract_subset">
-<code class="descname">extract_subset</code><span class="sig-paren">(</span><em>matrix</em>, <em>used_indices</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.extract_subset" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to extract a subset of a matrix even if it’s sparse</p>
+<code class="sig-name descname">extract_subset</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">matrix</span></em>, <em class="sig-param"><span class="n">used_indices</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.extract_subset" title="Permalink to this definition">¶</a></dt>
+<dd><p>Used to extract a subset of a matrix even if it’s sparse</p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.get_examples_views_indices">
-<code class="descname">get_examples_views_indices</code><span class="sig-paren">(</span><em>dataset</em>, <em>examples_indices</em>, <em>view_indices</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.get_examples_views_indices" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_examples_views_indices</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dataset</span></em>, <em class="sig-param"><span class="n">examples_indices</span></em>, <em class="sig-param"><span class="n">view_indices</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.get_examples_views_indices" title="Permalink to this definition">¶</a></dt>
<dd><p>This function is used to get all the examples indices and view indices if needed</p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.init_multiple_datasets">
-<code class="descname">init_multiple_datasets</code><span class="sig-paren">(</span><em>path_f</em>, <em>name</em>, <em>nb_cores</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.init_multiple_datasets" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_multiple_datasets</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">path_f</span></em>, <em class="sig-param"><span class="n">name</span></em>, <em class="sig-param"><span class="n">nb_cores</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.init_multiple_datasets" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to create copies of the dataset if multicore computation is used.</p>
<p>This is a temporary solution to fix the sharing memory issue with HDF5 datasets.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>path_f</strong> (<em>string</em>) – Path to the original dataset directory</li>
-<li><strong>name</strong> (<em>string</em>) – Name of the dataset</li>
-<li><strong>nb_cores</strong> (<em>int</em>) – The number of threads that the benchmark can use</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>path_f</strong> (<em>string</em>) – Path to the original dataset directory</p></li>
+<li><p><strong>name</strong> (<em>string</em>) – Name of the dataset</p></li>
+<li><p><strong>nb_cores</strong> (<em>int</em>) – The number of threads that the benchmark can use</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>datasetFiles</strong> – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">None</p>
-</td>
-</tr>
-</tbody>
-</table>
-</dd></dl>
-
-<dl class="function">
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>datasetFiles</strong> – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>None</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.input_">
-<code class="descname">input_</code><span class="sig-paren">(</span><em>timeout=15</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.input_" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">input_</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">timeout</span><span class="o">=</span><span class="default_value">15</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.input_" title="Permalink to this definition">¶</a></dt>
<dd><p>used as a UI to stop if too much HDD space will be used</p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.is_just_number">
-<code class="descname">is_just_number</code><span class="sig-paren">(</span><em>string</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.is_just_number" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">is_just_number</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">string</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.is_just_number" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.execution">
<span id="multiview-platform-mono-multi-view-classifiers-utils-execution-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.execution module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.execution" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.find_dataset_names">
-<code class="descname">find_dataset_names</code><span class="sig-paren">(</span><em>path</em>, <em>type</em>, <em>names</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.find_dataset_names" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">find_dataset_names</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">path</span></em>, <em class="sig-param"><span class="n">type</span></em>, <em class="sig-param"><span class="n">names</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.find_dataset_names" title="Permalink to this definition">¶</a></dt>
<dd><p>This function goal is to browse the dataset directory and extrats all
the needed dataset names.</p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.gen_argument_dictionaries">
-<code class="descname">gen_argument_dictionaries</code><span class="sig-paren">(</span><em>labels_dictionary</em>, <em>directories</em>, <em>splits</em>, <em>hyper_param_search</em>, <em>args</em>, <em>k_folds</em>, <em>stats_iter_random_states</em>, <em>metrics</em>, <em>argument_dictionaries</em>, <em>benchmark</em>, <em>views</em>, <em>views_indices</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_argument_dictionaries" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">gen_argument_dictionaries</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">labels_dictionary</span></em>, <em class="sig-param"><span class="n">directories</span></em>, <em class="sig-param"><span class="n">splits</span></em>, <em class="sig-param"><span class="n">hyper_param_search</span></em>, <em class="sig-param"><span class="n">args</span></em>, <em class="sig-param"><span class="n">k_folds</span></em>, <em class="sig-param"><span class="n">stats_iter_random_states</span></em>, <em class="sig-param"><span class="n">metrics</span></em>, <em class="sig-param"><span class="n">argument_dictionaries</span></em>, <em class="sig-param"><span class="n">benchmark</span></em>, <em class="sig-param"><span class="n">views</span></em>, <em class="sig-param"><span class="n">views_indices</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_argument_dictionaries" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to generate a dictionary for each benchmark.</p>
<p>One for each label combination (if multiclass), for each statistical iteration, generates an dictionary with
all necessary information to perform the benchmark</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>labels_dictionary</strong> (<em>dictionary</em>) – Dictionary mapping labels indices to labels names.</li>
-<li><strong>directories</strong> (<em>list of strings</em>) – List of the paths to the result directories for each statistical iteration.</li>
-<li><strong>multiclass_labels</strong> (<em>list of lists of numpy.ndarray</em>) – For each label couple, for each statistical iteration a triplet of numpy.ndarrays is stored with the
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>labels_dictionary</strong> (<em>dictionary</em>) – Dictionary mapping labels indices to labels names.</p></li>
+<li><p><strong>directories</strong> (<em>list of strings</em>) – List of the paths to the result directories for each statistical iteration.</p></li>
+<li><p><strong>multiclass_labels</strong> (<em>list of lists of numpy.ndarray</em>) – For each label couple, for each statistical iteration a triplet of numpy.ndarrays is stored with the
indices for the biclass training set, the ones for the biclass testing set and the ones for the
-multiclass testing set.</li>
-<li><strong>labels_combinations</strong> (<em>list of lists of numpy.ndarray</em>) – Each original couple of different labels.</li>
-<li><strong>indices_multiclass</strong> (<em>list of lists of numpy.ndarray</em>) – For each combination, contains a biclass labels numpy.ndarray with the 0/1 labels of combination.</li>
-<li><strong>hyper_param_search</strong> (<em>string</em>) – Type of hyper parameter optimization method</li>
-<li><strong>args</strong> (<em>parsed args objects</em>) – All the args passed by the user.</li>
-<li><strong>k_folds</strong> (<em>list of list of sklearn.model_selection.StratifiedKFold</em>) – For each statistical iteration a Kfold stratified (keeping the ratio between classes in each fold).</li>
-<li><strong>stats_iter_random_states</strong> (<em>list of numpy.random.RandomState objects</em>) – Multiple random states, one for each sattistical iteration of the same benchmark.</li>
-<li><strong>metrics</strong> (<em>list of lists</em>) – metrics that will be used to evaluate the algorithms performance.</li>
-<li><strong>argument_dictionaries</strong> (<em>dictionary</em>) – Dictionary resuming all the specific arguments for the benchmark, oe dictionary for each classifier.</li>
-<li><strong>benchmark</strong> (<em>dictionary</em>) – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</li>
-<li><strong>nb_views</strong> (<em>int</em>) – THe number of views used by the benchmark.</li>
-<li><strong>views</strong> (<em>list of strings</em>) – List of the names of the used views.</li>
-<li><strong>views_indices</strong> (<em>list of ints</em>) – List of indices (according to the dataset) of the used views.</li>
+multiclass testing set.</p></li>
+<li><p><strong>labels_combinations</strong> (<em>list of lists of numpy.ndarray</em>) – Each original couple of different labels.</p></li>
+<li><p><strong>indices_multiclass</strong> (<em>list of lists of numpy.ndarray</em>) – For each combination, contains a biclass labels numpy.ndarray with the 0/1 labels of combination.</p></li>
+<li><p><strong>hyper_param_search</strong> (<em>string</em>) – Type of hyper parameter optimization method</p></li>
+<li><p><strong>args</strong> (<em>parsed args objects</em>) – All the args passed by the user.</p></li>
+<li><p><strong>k_folds</strong> (<em>list of list of sklearn.model_selection.StratifiedKFold</em>) – For each statistical iteration a Kfold stratified (keeping the ratio between classes in each fold).</p></li>
+<li><p><strong>stats_iter_random_states</strong> (<em>list of numpy.random.RandomState objects</em>) – Multiple random states, one for each sattistical iteration of the same benchmark.</p></li>
+<li><p><strong>metrics</strong> (<em>list of lists</em>) – metrics that will be used to evaluate the algorithms performance.</p></li>
+<li><p><strong>argument_dictionaries</strong> (<em>dictionary</em>) – Dictionary resuming all the specific arguments for the benchmark, oe dictionary for each classifier.</p></li>
+<li><p><strong>benchmark</strong> (<em>dictionary</em>) – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p></li>
+<li><p><strong>nb_views</strong> (<em>int</em>) – THe number of views used by the benchmark.</p></li>
+<li><p><strong>views</strong> (<em>list of strings</em>) – List of the names of the used views.</p></li>
+<li><p><strong>views_indices</strong> (<em>list of ints</em>) – List of indices (according to the dataset) of the used views.</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>benchmarkArgumentDictionaries</strong> – All the needed arguments for the benchmarks.</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">list of dicts</p>
-</td>
-</tr>
-</tbody>
-</table>
-</dd></dl>
-
-<dl class="function">
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>benchmarkArgumentDictionaries</strong> – All the needed arguments for the benchmarks.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>list of dicts</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.gen_direcorties_names">
-<code class="descname">gen_direcorties_names</code><span class="sig-paren">(</span><em>directory</em>, <em>stats_iter</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_direcorties_names" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">gen_direcorties_names</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">directory</span></em>, <em class="sig-param"><span class="n">stats_iter</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_direcorties_names" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to generate the different directories of each iteration if needed.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>directory</strong> (<em>string</em>) – Path to the results directory.</li>
-<li><strong>statsIter</strong> (<em>int</em>) – The number of statistical iterations.</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>directory</strong> (<em>string</em>) – Path to the results directory.</p></li>
+<li><p><strong>statsIter</strong> (<em>int</em>) – The number of statistical iterations.</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>directories</strong> – Paths to each statistical iterations result directory.</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">list of strings</p>
-</td>
-</tr>
-</tbody>
-</table>
-</dd></dl>
-
-<dl class="function">
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>directories</strong> – Paths to each statistical iterations result directory.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>list of strings</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.gen_k_folds">
-<code class="descname">gen_k_folds</code><span class="sig-paren">(</span><em>stats_iter</em>, <em>nb_folds</em>, <em>stats_iter_random_states</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_k_folds" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">gen_k_folds</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">stats_iter</span></em>, <em class="sig-param"><span class="n">nb_folds</span></em>, <em class="sig-param"><span class="n">stats_iter_random_states</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_k_folds" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to generate folds indices for cross validation for each statistical iteration.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>stats_iter</strong> (<em>integer</em>) – Number of statistical iterations of the benchmark.</li>
-<li><strong>nb_folds</strong> (<em>integer</em>) – The number of cross-validation folds for the benchmark.</li>
-<li><strong>stats_iter_random_states</strong> (<em>list of numpy.random.RandomState</em>) – The random states for each statistical iteration.</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>stats_iter</strong> (<em>integer</em>) – Number of statistical iterations of the benchmark.</p></li>
+<li><p><strong>nb_folds</strong> (<em>integer</em>) – The number of cross-validation folds for the benchmark.</p></li>
+<li><p><strong>stats_iter_random_states</strong> (<em>list of numpy.random.RandomState</em>) – The random states for each statistical iteration.</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>folds_list</strong> – For each statistical iteration a Kfold stratified (keeping the ratio between classes in each fold).</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">list of list of sklearn.model_selection.StratifiedKFold</p>
-</td>
-</tr>
-</tbody>
-</table>
-</dd></dl>
-
-<dl class="function">
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>folds_list</strong> – For each statistical iteration a Kfold stratified (keeping the ratio between classes in each fold).</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>list of list of sklearn.model_selection.StratifiedKFold</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.gen_splits">
-<code class="descname">gen_splits</code><span class="sig-paren">(</span><em>labels</em>, <em>split_ratio</em>, <em>stats_iter_random_states</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_splits" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">gen_splits</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">labels</span></em>, <em class="sig-param"><span class="n">split_ratio</span></em>, <em class="sig-param"><span class="n">stats_iter_random_states</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_splits" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to _gen the train/test splits using one or multiple random states.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>labels</strong> (<em>numpy.ndarray</em>) – Name of the database.</li>
-<li><strong>split_ratio</strong> (<em>float</em>) – The ratio of examples between train and test set.</li>
-<li><strong>stats_iter_random_states</strong> (<em>list of numpy.random.RandomState</em>) – The random states for each statistical iteration.</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>labels</strong> (<em>numpy.ndarray</em>) – Name of the database.</p></li>
+<li><p><strong>split_ratio</strong> (<em>float</em>) – The ratio of examples between train and test set.</p></li>
+<li><p><strong>stats_iter_random_states</strong> (<em>list of numpy.random.RandomState</em>) – The random states for each statistical iteration.</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>splits</strong> – For each statistical iteration a couple of numpy.ndarrays is stored with the indices for the training set and
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>splits</strong> – For each statistical iteration a couple of numpy.ndarrays is stored with the indices for the training set and
the ones of the testing set.</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">list of lists of numpy.ndarray</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>list of lists of numpy.ndarray</p>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.get_database_function">
-<code class="descname">get_database_function</code><span class="sig-paren">(</span><em>name</em>, <em>type_var</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.get_database_function" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to get the right database extraction function according to the type of database and it’s name</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>name</strong> (<em>string</em>) – Name of the database.</li>
-<li><strong>type_var</strong> (<em>string</em>) – type of dataset hdf5 or csv</li>
+<code class="sig-name descname">get_database_function</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">name</span></em>, <em class="sig-param"><span class="n">type_var</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.get_database_function" title="Permalink to this definition">¶</a></dt>
+<dd><p>Used to get the right database extraction function according to the type of database and it’s name</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>name</strong> (<em>string</em>) – Name of the database.</p></li>
+<li><p><strong>type_var</strong> (<em>string</em>) – type of dataset hdf5 or csv</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>getDatabase</strong> – The function that will be used to extract the database</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">function</p>
-</td>
-</tr>
-</tbody>
-</table>
-</dd></dl>
-
-<dl class="function">
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>getDatabase</strong> – The function that will be used to extract the database</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>function</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.init_log_file">
-<code class="descname">init_log_file</code><span class="sig-paren">(</span><em>name</em>, <em>views</em>, <em>cl_type</em>, <em>log</em>, <em>debug</em>, <em>label</em>, <em>result_directory</em>, <em>args</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.init_log_file" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_log_file</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">name</span></em>, <em class="sig-param"><span class="n">views</span></em>, <em class="sig-param"><span class="n">cl_type</span></em>, <em class="sig-param"><span class="n">log</span></em>, <em class="sig-param"><span class="n">debug</span></em>, <em class="sig-param"><span class="n">label</span></em>, <em class="sig-param"><span class="n">result_directory</span></em>, <em class="sig-param"><span class="n">args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.init_log_file" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to init the directory where the preds will be stored and the log file.</p>
<p>First this function will check if the result directory already exists (only one per minute is allowed).</p>
<p>If the the result directory name is available, it is created, and the logfile is initiated.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>name</strong> (<em>string</em>) – Name of the database.</li>
-<li><strong>views</strong> (<em>list of strings</em>) – List of the view names that will be used in the benchmark.</li>
-<li><strong>cl_type</strong> (<em>list of strings</em>) – Type of benchmark that will be made .</li>
-<li><strong>log</strong> (<em>bool</em>) – Whether to show the log file in console or hide it.</li>
-<li><strong>debug</strong> (<em>bool</em>) – for debug option</li>
-<li><strong>label</strong> (<em>str for label</em>) – </li>
-<li><strong>result_directory</strong> (<em>str name of the result directory</em>) – </li>
-<li><strong>add_noise</strong> (<em>bool for add noise</em>) – </li>
-<li><strong>noise_std</strong> (<em>level of std noise</em>) – </li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>name</strong> (<em>string</em>) – Name of the database.</p></li>
+<li><p><strong>views</strong> (<em>list of strings</em>) – List of the view names that will be used in the benchmark.</p></li>
+<li><p><strong>cl_type</strong> (<em>list of strings</em>) – Type of benchmark that will be made .</p></li>
+<li><p><strong>log</strong> (<em>bool</em>) – Whether to show the log file in console or hide it.</p></li>
+<li><p><strong>debug</strong> (<em>bool</em>) – for debug option</p></li>
+<li><p><strong>label</strong> (<em>str for label</em>) – </p></li>
+<li><p><strong>result_directory</strong> (<em>str name of the result directory</em>) – </p></li>
+<li><p><strong>add_noise</strong> (<em>bool for add noise</em>) – </p></li>
+<li><p><strong>noise_std</strong> (<em>level of std noise</em>) – </p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>results_directory</strong> – Reference to the main results directory for the benchmark.</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">string</p>
-</td>
-</tr>
-</tbody>
-</table>
-</dd></dl>
-
-<dl class="function">
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>results_directory</strong> – Reference to the main results directory for the benchmark.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>string</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.init_random_state">
-<code class="descname">init_random_state</code><span class="sig-paren">(</span><em>random_state_arg</em>, <em>directory</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.init_random_state" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_random_state</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state_arg</span></em>, <em class="sig-param"><span class="n">directory</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.init_random_state" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to init a random state.
-If no random state is specified, it will generate a ‘random’ seed.
+If no random state is specified, it will generate a ‘random’ seed.
If the <cite>randomSateArg</cite> is a string containing only numbers, it will be converted in</p>
<blockquote>
-<div>an int to generate a seed.</div></blockquote>
+<div><p>an int to generate a seed.</p>
+</div></blockquote>
<p>If the <cite>randomSateArg</cite> is a string with letters, it must be a path to a pickled random
state file that will be loaded.
The function will also pickle the new random state in a file tobe able to retrieve it later.
Tested</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>random_state_arg</strong> (<em>None or string</em>) – See function description.</li>
-<li><strong>directory</strong> (<em>string</em>) – Path to the results directory.</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>random_state_arg</strong> (<em>None</em><em> or </em><em>string</em>) – See function description.</p></li>
+<li><p><strong>directory</strong> (<em>string</em>) – Path to the results directory.</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>random_state</strong> – This random state will be used all along the benchmark .</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">numpy.random.RandomState object</p>
-</td>
-</tr>
-</tbody>
-</table>
-</dd></dl>
-
-<dl class="function">
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>random_state</strong> – This random state will be used all along the benchmark .</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>numpy.random.RandomState object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.init_stats_iter_random_states">
-<code class="descname">init_stats_iter_random_states</code><span class="sig-paren">(</span><em>stats_iter</em>, <em>random_state</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.init_stats_iter_random_states" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_stats_iter_random_states</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">stats_iter</span></em>, <em class="sig-param"><span class="n">random_state</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.init_stats_iter_random_states" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to initialize multiple random states if needed because of multiple statistical iteration of the same benchmark</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>stats_iter</strong> (<em>int</em>) – Number of statistical iterations of the same benchmark done (with a different random state).</li>
-<li><strong>random_state</strong> (<em>numpy.random.RandomState object</em>) – The random state of the whole experimentation, that will be used to generate the ones for each
-statistical iteration.</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>stats_iter</strong> (<em>int</em>) – Number of statistical iterations of the same benchmark done (with a different random state).</p></li>
+<li><p><strong>random_state</strong> (<em>numpy.random.RandomState object</em>) – The random state of the whole experimentation, that will be used to generate the ones for each
+statistical iteration.</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>stats_iter_random_states</strong> – Multiple random states, one for each sattistical iteration of the same benchmark.</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">list of numpy.random.RandomState objects</p>
-</td>
-</tr>
-</tbody>
-</table>
-</dd></dl>
-
-<dl class="function">
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>stats_iter_random_states</strong> – Multiple random states, one for each sattistical iteration of the same benchmark.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>list of numpy.random.RandomState objects</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.init_views">
-<code class="descname">init_views</code><span class="sig-paren">(</span><em>dataset_var</em>, <em>arg_views</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.init_views" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">init_views</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dataset_var</span></em>, <em class="sig-param"><span class="n">arg_views</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.init_views" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to return the views names that will be used by the
benchmark, their indices and all the views names.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>dataset_var</strong> (<em>HDF5 dataset file</em>) – The full dataset that wil be used by the benchmark.</li>
-<li><strong>arg_views</strong> (<em>list of strings</em>) – The views that will be used by the benchmark (arg).</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>dataset_var</strong> (<em>HDF5 dataset file</em>) – The full dataset that wil be used by the benchmark.</p></li>
+<li><p><strong>arg_views</strong> (<em>list of strings</em>) – The views that will be used by the benchmark (arg).</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last"><ul class="simple">
-<li><strong>views</strong> (<em>list of strings</em>) – Names of the views that will be used by the benchmark.</li>
-<li><strong>view_indices</strong> (<em>list of ints</em>) – The list of the indices of the view that will be used in the benchmark (according to the dataset).</li>
-<li><strong>all_views</strong> (<em>list of strings</em>) – Names of all the available views in the dataset.</li>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><ul class="simple">
+<li><p><strong>views</strong> (<em>list of strings</em>) – Names of the views that will be used by the benchmark.</p></li>
+<li><p><strong>view_indices</strong> (<em>list of ints</em>) – The list of the indices of the view that will be used in the benchmark (according to the dataset).</p></li>
+<li><p><strong>all_views</strong> (<em>list of strings</em>) – Names of all the available views in the dataset.</p></li>
</ul>
</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+</dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.parse_the_args">
-<code class="descname">parse_the_args</code><span class="sig-paren">(</span><em>arguments</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.parse_the_args" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">parse_the_args</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">arguments</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.parse_the_args" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to parse the args entered by the user</p>
</dd></dl>
</div>
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db">
<span id="multiview-platform-mono-multi-view-classifiers-utils-get-multiview-db-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db" title="Permalink to this headline">¶</a></h2>
-<dl class="exception">
+<dl class="py exception">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.DatasetError">
-<em class="property">exception </em><code class="descname">DatasetError</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.DatasetError" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">Exception</span></code></p>
+<em class="property">exception </em><code class="sig-name descname">DatasetError</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span><span class="n">args</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.DatasetError" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Exception</span></code></p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_csv">
-<code class="descname">get_classic_db_csv</code><span class="sig-paren">(</span><em>views</em>, <em>pathF</em>, <em>nameDB</em>, <em>NB_CLASS</em>, <em>askedLabelsNames</em>, <em>random_state</em>, <em>full=False</em>, <em>add_noise=False</em>, <em>noise_std=0.15</em>, <em>delimiter='</em>, <em>'</em>, <em>path_for_new='../data/'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_csv" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_classic_db_csv</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">views</span></em>, <em class="sig-param"><span class="n">pathF</span></em>, <em class="sig-param"><span class="n">nameDB</span></em>, <em class="sig-param"><span class="n">NB_CLASS</span></em>, <em class="sig-param"><span class="n">askedLabelsNames</span></em>, <em class="sig-param"><span class="n">random_state</span></em>, <em class="sig-param"><span class="n">full</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">add_noise</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">noise_std</span><span class="o">=</span><span class="default_value">0.15</span></em>, <em class="sig-param"><span class="n">delimiter</span><span class="o">=</span><span class="default_value">','</span></em>, <em class="sig-param"><span class="n">path_for_new</span><span class="o">=</span><span class="default_value">'../data/'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_csv" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_hdf5">
-<code class="descname">get_classic_db_hdf5</code><span class="sig-paren">(</span><em>views</em>, <em>path_f</em>, <em>name_DB</em>, <em>nb_class</em>, <em>asked_labels_names</em>, <em>random_state</em>, <em>full=False</em>, <em>add_noise=False</em>, <em>noise_std=0.15</em>, <em>path_for_new='../data/'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_hdf5" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_classic_db_hdf5</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">views</span></em>, <em class="sig-param"><span class="n">path_f</span></em>, <em class="sig-param"><span class="n">name_DB</span></em>, <em class="sig-param"><span class="n">nb_class</span></em>, <em class="sig-param"><span class="n">asked_labels_names</span></em>, <em class="sig-param"><span class="n">random_state</span></em>, <em class="sig-param"><span class="n">full</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">add_noise</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">noise_std</span><span class="o">=</span><span class="default_value">0.15</span></em>, <em class="sig-param"><span class="n">path_for_new</span><span class="o">=</span><span class="default_value">'../data/'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_hdf5" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to load a hdf5 database</p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_plausible_db_hdf5">
-<code class="descname">get_plausible_db_hdf5</code><span class="sig-paren">(</span><em>features, path, file_name, nb_class=3, label_names=[b'No', b'Yes', b'Maybe'], random_state=None, full=True, add_noise=False, noise_std=0.15, nb_view=3, nb_examples=100, nb_features=10</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_plausible_db_hdf5" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_plausible_db_hdf5</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">features</span></em>, <em class="sig-param"><span class="n">path</span></em>, <em class="sig-param"><span class="n">file_name</span></em>, <em class="sig-param"><span class="n">nb_class</span><span class="o">=</span><span class="default_value">3</span></em>, <em class="sig-param"><span class="n">label_names</span><span class="o">=</span><span class="default_value">[b'No', b'Yes', b'Maybe']</span></em>, <em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">full</span><span class="o">=</span><span class="default_value">True</span></em>, <em class="sig-param"><span class="n">add_noise</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">noise_std</span><span class="o">=</span><span class="default_value">0.15</span></em>, <em class="sig-param"><span class="n">nb_view</span><span class="o">=</span><span class="default_value">3</span></em>, <em class="sig-param"><span class="n">nb_examples</span><span class="o">=</span><span class="default_value">100</span></em>, <em class="sig-param"><span class="n">nb_features</span><span class="o">=</span><span class="default_value">10</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_plausible_db_hdf5" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to generate a plausible dataset to test the algorithms</p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.make_me_noisy">
-<code class="descname">make_me_noisy</code><span class="sig-paren">(</span><em>view_data</em>, <em>random_state</em>, <em>percentage=5</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.make_me_noisy" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">make_me_noisy</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_data</span></em>, <em class="sig-param"><span class="n">random_state</span></em>, <em class="sig-param"><span class="n">percentage</span><span class="o">=</span><span class="default_value">5</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.make_me_noisy" title="Permalink to this definition">¶</a></dt>
<dd><p>used to introduce some noise in the generated data</p>
</dd></dl>
</div>
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search">
<span id="multiview-platform-mono-multi-view-classifiers-utils-hyper-parameter-search-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint">
-<em class="property">class </em><code class="descname">CustomRandint</code><span class="sig-paren">(</span><em>low=0</em>, <em>high=0</em>, <em>multiplier=''</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">object</span></code></p>
+<em class="property">class </em><code class="sig-name descname">CustomRandint</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">low</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">high</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">multiplier</span><span class="o">=</span><span class="default_value">''</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
<p>Used as a distribution returning a integer between low and high-1.
It can be used with a multiplier agrument to be able to perform more complex generation
for example 10 e -(randint)</p>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.get_nb_possibilities">
-<code class="descname">get_nb_possibilities</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.get_nb_possibilities" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_nb_possibilities</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.get_nb_possibilities" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.rvs">
-<code class="descname">rvs</code><span class="sig-paren">(</span><em>random_state=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.rvs" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">rvs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.rvs" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform">
-<em class="property">class </em><code class="descname">CustomUniform</code><span class="sig-paren">(</span><em>loc=0</em>, <em>state=1</em>, <em>multiplier=''</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">object</span></code></p>
+<em class="property">class </em><code class="sig-name descname">CustomUniform</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">loc</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">state</span><span class="o">=</span><span class="default_value">1</span></em>, <em class="sig-param"><span class="n">multiplier</span><span class="o">=</span><span class="default_value">''</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
<p>Used as a distribution returning a float between loc and loc + scale..
It can be used with a multiplier agrument to be able to perform more complex generation
for example 10 e -(float)</p>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform.rvs">
-<code class="descname">rvs</code><span class="sig-paren">(</span><em>random_state=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform.rvs" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">rvs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform.rvs" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid">
-<em class="property">class </em><code class="descname">Grid</code><span class="sig-paren">(</span><em>estimator</em>, <em>param_grid={}</em>, <em>refit=False</em>, <em>n_jobs=1</em>, <em>scoring=None</em>, <em>cv=None</em>, <em>learning_indices=None</em>, <em>view_indices=None</em>, <em>framework='monoview'</em>, <em>random_state=None</em>, <em>track_tracebacks=True</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">sklearn.model_selection._search.GridSearchCV</span></code>, <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch" title="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch"><code class="xref py py-class docutils literal"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch</span></code></a></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">Grid</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span></em>, <em class="sig-param"><span class="n">param_grid</span><span class="o">=</span><span class="default_value">{}</span></em>, <em class="sig-param"><span class="n">refit</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">n_jobs</span><span class="o">=</span><span class="default_value">1</span></em>, <em class="sig-param"><span class="n">scoring</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">cv</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">learning_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">framework</span><span class="o">=</span><span class="default_value">'monoview'</span></em>, <em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">track_tracebacks</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.model_selection._search.GridSearchCV</span></code>, <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch" title="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch</span></code></a></p>
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.fit">
-<code class="descname">fit</code><span class="sig-paren">(</span><em>X</em>, <em>y=None</em>, <em>groups=None</em>, <em>**fit_params</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.fit" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">fit</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">y</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">groups</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">fit_params</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.fit" title="Permalink to this definition">¶</a></dt>
+<dd><p>Run fit with all sets of parameters.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>X</strong> (<em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_features</em><em>)</em>) – Training vector, where n_samples is the number of samples and
+n_features is the number of features.</p></li>
+<li><p><strong>y</strong> (<em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_output</em><em>) or </em><em>(</em><em>n_samples</em><em>,</em><em>)</em><em>, </em><em>optional</em>) – Target relative to X for classification or regression;
+None for unsupervised learning.</p></li>
+<li><p><strong>groups</strong> (<em>array-like</em><em>, </em><em>with shape</em><em> (</em><em>n_samples</em><em>,</em><em>)</em><em>, </em><em>optional</em>) – Group labels for the samples used while splitting the dataset into
+train/test set. Only used in conjunction with a “Group” <span class="xref std std-term">cv</span>
+instance (e.g., <code class="xref py py-class docutils literal notranslate"><span class="pre">GroupKFold</span></code>).</p></li>
+<li><p><strong>**fit_params</strong> (<em>dict of string -> object</em>) – Parameters passed to the <code class="docutils literal notranslate"><span class="pre">fit</span></code> method of the estimator</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.get_candidate_params">
-<code class="descname">get_candidate_params</code><span class="sig-paren">(</span><em>X</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.get_candidate_params" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_candidate_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.get_candidate_params" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch">
-<em class="property">class </em><code class="descname">HPSearch</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">object</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">HPSearch</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.fit_multiview">
-<code class="descname">fit_multiview</code><span class="sig-paren">(</span><em>X</em>, <em>y</em>, <em>groups=None</em>, <em>**fit_params</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.fit_multiview" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">fit_multiview</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">y</span></em>, <em class="sig-param"><span class="n">groups</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">fit_params</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.fit_multiview" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.gen_report">
-<code class="descname">gen_report</code><span class="sig-paren">(</span><em>output_file_name</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.gen_report" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">gen_report</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">output_file_name</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.gen_report" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_best_params">
-<code class="descname">get_best_params</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_best_params" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_best_params</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_best_params" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_candidate_params">
-<code class="descname">get_candidate_params</code><span class="sig-paren">(</span><em>X</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_candidate_params" title="Permalink to this definition">¶</a></dt>
+<em class="property">abstract </em><code class="sig-name descname">get_candidate_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_candidate_params" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_scoring">
-<code class="descname">get_scoring</code><span class="sig-paren">(</span><em>metric</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_scoring" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_scoring</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">metric</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_scoring" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random">
-<em class="property">class </em><code class="descname">Random</code><span class="sig-paren">(</span><em>estimator</em>, <em>param_distributions=None</em>, <em>n_iter=10</em>, <em>refit=False</em>, <em>n_jobs=1</em>, <em>scoring=None</em>, <em>cv=None</em>, <em>random_state=None</em>, <em>learning_indices=None</em>, <em>view_indices=None</em>, <em>framework='monoview'</em>, <em>equivalent_draws=True</em>, <em>track_tracebacks=True</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">sklearn.model_selection._search.RandomizedSearchCV</span></code>, <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch" title="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch"><code class="xref py py-class docutils literal"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch</span></code></a></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">Random</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span></em>, <em class="sig-param"><span class="n">param_distributions</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">n_iter</span><span class="o">=</span><span class="default_value">10</span></em>, <em class="sig-param"><span class="n">refit</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">n_jobs</span><span class="o">=</span><span class="default_value">1</span></em>, <em class="sig-param"><span class="n">scoring</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">cv</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">learning_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">framework</span><span class="o">=</span><span class="default_value">'monoview'</span></em>, <em class="sig-param"><span class="n">equivalent_draws</span><span class="o">=</span><span class="default_value">True</span></em>, <em class="sig-param"><span class="n">track_tracebacks</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.model_selection._search.RandomizedSearchCV</span></code>, <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch" title="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch</span></code></a></p>
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.fit">
-<code class="descname">fit</code><span class="sig-paren">(</span><em>X</em>, <em>y=None</em>, <em>groups=None</em>, <em>**fit_params</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.fit" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">fit</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">y</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">groups</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">fit_params</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.fit" title="Permalink to this definition">¶</a></dt>
+<dd><p>Run fit with all sets of parameters.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>X</strong> (<em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_features</em><em>)</em>) – Training vector, where n_samples is the number of samples and
+n_features is the number of features.</p></li>
+<li><p><strong>y</strong> (<em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_output</em><em>) or </em><em>(</em><em>n_samples</em><em>,</em><em>)</em><em>, </em><em>optional</em>) – Target relative to X for classification or regression;
+None for unsupervised learning.</p></li>
+<li><p><strong>groups</strong> (<em>array-like</em><em>, </em><em>with shape</em><em> (</em><em>n_samples</em><em>,</em><em>)</em><em>, </em><em>optional</em>) – Group labels for the samples used while splitting the dataset into
+train/test set. Only used in conjunction with a “Group” <span class="xref std std-term">cv</span>
+instance (e.g., <code class="xref py py-class docutils literal notranslate"><span class="pre">GroupKFold</span></code>).</p></li>
+<li><p><strong>**fit_params</strong> (<em>dict of string -> object</em>) – Parameters passed to the <code class="docutils literal notranslate"><span class="pre">fit</span></code> method of the estimator</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_candidate_params">
-<code class="descname">get_candidate_params</code><span class="sig-paren">(</span><em>X</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_candidate_params" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_candidate_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_candidate_params" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_param_distribs">
-<code class="descname">get_param_distribs</code><span class="sig-paren">(</span><em>estimator</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_param_distribs" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_param_distribs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_param_distribs" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.format_params">
-<code class="descname">format_params</code><span class="sig-paren">(</span><em>params</em>, <em>pref=''</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.format_params" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">format_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">params</span></em>, <em class="sig-param"><span class="n">pref</span><span class="o">=</span><span class="default_value">''</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.format_params" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.gen_heat_maps">
-<code class="descname">gen_heat_maps</code><span class="sig-paren">(</span><em>params</em>, <em>scores_array</em>, <em>output_file_name</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.gen_heat_maps" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">gen_heat_maps</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">params</span></em>, <em class="sig-param"><span class="n">scores_array</span></em>, <em class="sig-param"><span class="n">output_file_name</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.gen_heat_maps" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to generate a heat map for each doublet of hyperparms
optimized on the previous function</p>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.spear_mint">
-<code class="descname">spear_mint</code><span class="sig-paren">(</span><em>dataset</em>, <em>classifier_name</em>, <em>views_indices=None</em>, <em>k_folds=None</em>, <em>n_iter=1</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.spear_mint" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">spear_mint</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dataset</span></em>, <em class="sig-param"><span class="n">classifier_name</span></em>, <em class="sig-param"><span class="n">views_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">k_folds</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">n_iter</span><span class="o">=</span><span class="default_value">1</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.spear_mint" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to perform spearmint on the classifiers to optimize hyper parameters,
-longer than randomsearch (can’t be parallelized)</p>
+longer than randomsearch (can’t be parallelized)</p>
</dd></dl>
</div>
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.make_file_config">
<span id="multiview-platform-mono-multi-view-classifiers-utils-make-file-config-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.make_file_config module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.make_file_config" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.make_file_config.ConfigurationMaker">
-<em class="property">class </em><code class="descname">ConfigurationMaker</code><span class="sig-paren">(</span><em>classifier_dict=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.make_file_config.ConfigurationMaker" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">object</span></code></p>
+<em class="property">class </em><code class="sig-name descname">ConfigurationMaker</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_dict</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.make_file_config.ConfigurationMaker" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
<p>Find the name of the classifier from the dict classier to report</p>
</dd></dl>
</div>
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">
<span id="multiview-platform-mono-multi-view-classifiers-utils-multiclass-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.multiclass module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper">
-<em class="property">class </em><code class="descname">MonoviewWrapper</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper"><code class="xref py py-class docutils literal"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper</span></code></a></p>
+<em class="property">class </em><code class="sig-name descname">MonoviewWrapper</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper</span></code></a></p>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper">
-<em class="property">class </em><code class="descname">MultiClassWrapper</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">object</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">MultiClassWrapper</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.format_params">
-<code class="descname">format_params</code><span class="sig-paren">(</span><em>params</em>, <em>deep=True</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.format_params" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">format_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">params</span></em>, <em class="sig-param"><span class="n">deep</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.format_params" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_config">
-<code class="descname">get_config</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_config" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_config</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_config" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_interpretation">
-<code class="descname">get_interpretation</code><span class="sig-paren">(</span><em>directory</em>, <em>base_file_name</em>, <em>y_test=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_interpretation" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_interpretation</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">directory</span></em>, <em class="sig-param"><span class="n">base_file_name</span></em>, <em class="sig-param"><span class="n">y_test</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_interpretation" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.set_params">
-<code class="descname">set_params</code><span class="sig-paren">(</span><em>**params</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.set_params" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">set_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">**</span><span class="n">params</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.set_params" title="Permalink to this definition">¶</a></dt>
<dd><p>This function is useful in order for the OV_Wrappers to be transparent
in terms of parameters.
If we remove it the parameters have to be specified as estimator__param.
@@ -1072,210 +1037,290 @@ Witch is not relevant for the platform</p>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper">
-<em class="property">class </em><code class="descname">MultiviewOVOWrapper</code><span class="sig-paren">(</span><em>estimator=None</em>, <em>**args</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper"><code class="xref py py-class docutils literal"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper</span></code></a>, <code class="xref py py-class docutils literal"><span class="pre">sklearn.multiclass.OneVsOneClassifier</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">MultiviewOVOWrapper</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.multiclass.OneVsOneClassifier</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.fit">
-<code class="descname">fit</code><span class="sig-paren">(</span><em>X</em>, <em>y</em>, <em>train_indices=None</em>, <em>view_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.fit" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">fit</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">y</span></em>, <em class="sig-param"><span class="n">train_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.fit" title="Permalink to this definition">¶</a></dt>
<dd><p>Fit underlying estimators.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>X</strong> (<em>(sparse) array-like of shape (n_samples, n_features)</em>) – Data.</li>
-<li><strong>y</strong> (<em>array-like of shape (n_samples,)</em>) – Multi-class targets.</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>X</strong> (<em>(</em><em>sparse</em><em>) </em><em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_features</em><em>)</em>) – Data.</p></li>
+<li><p><strong>y</strong> (<em>array-like of shape</em><em> (</em><em>n_samples</em><em>,</em><em>)</em>) – Multi-class targets.</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"></p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">self</p>
-</td>
-</tr>
-</tbody>
-</table>
-</dd></dl>
-
-<dl class="method">
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p></p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>self</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.get_params">
-<code class="descname">get_params</code><span class="sig-paren">(</span><em>deep=True</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.get_params" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">get_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">deep</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.get_params" title="Permalink to this definition">¶</a></dt>
+<dd><p>Get parameters for this estimator.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>deep</strong> (<em>bool</em><em>, </em><em>default=True</em>) – If True, will return the parameters for this estimator and
+contained subobjects that are estimators.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>params</strong> – Parameter names mapped to their values.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>mapping of string to any</p>
+</dd>
+</dl>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.multiview_decision_function">
-<code class="descname">multiview_decision_function</code><span class="sig-paren">(</span><em>X</em>, <em>example_indices</em>, <em>view_indices</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.multiview_decision_function" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">multiview_decision_function</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">example_indices</span></em>, <em class="sig-param"><span class="n">view_indices</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.multiview_decision_function" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.predict">
-<code class="descname">predict</code><span class="sig-paren">(</span><em>X</em>, <em>example_indices=None</em>, <em>view_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.predict" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">predict</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.predict" title="Permalink to this definition">¶</a></dt>
<dd><p>Estimate the best class label for each sample in X.</p>
-<p>This is implemented as <code class="docutils literal"><span class="pre">argmax(decision_function(X),</span> <span class="pre">axis=1)</span></code> which
+<p>This is implemented as <code class="docutils literal notranslate"><span class="pre">argmax(decision_function(X),</span> <span class="pre">axis=1)</span></code> which
will return the label of the class with most votes by estimators
predicting the outcome of a decision for each possible class pair.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>X</strong> (<em>(sparse) array-like of shape (n_samples, n_features)</em>) – Data.</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><strong>y</strong> – Predicted multi-class targets.</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body">numpy array of shape [n_samples]</td>
-</tr>
-</tbody>
-</table>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>X</strong> (<em>(</em><em>sparse</em><em>) </em><em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_features</em><em>)</em>) – Data.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>y</strong> – Predicted multi-class targets.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>numpy array of shape [n_samples]</p>
+</dd>
+</dl>
</dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper">
-<em class="property">class </em><code class="descname">MultiviewOVRWrapper</code><span class="sig-paren">(</span><em>estimator=None</em>, <em>**args</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper"><code class="xref py py-class docutils literal"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper</span></code></a>, <code class="xref py py-class docutils literal"><span class="pre">sklearn.multiclass.OneVsRestClassifier</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">MultiviewOVRWrapper</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.multiclass.OneVsRestClassifier</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.fit">
-<code class="descname">fit</code><span class="sig-paren">(</span><em>X</em>, <em>y</em>, <em>train_indices=None</em>, <em>view_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.fit" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">fit</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">y</span></em>, <em class="sig-param"><span class="n">train_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.fit" title="Permalink to this definition">¶</a></dt>
+<dd><p>Fit underlying estimators.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>X</strong> (<em>(</em><em>sparse</em><em>) </em><em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_features</em><em>)</em>) – Data.</p></li>
+<li><p><strong>y</strong> (<em>(</em><em>sparse</em><em>) </em><em>array-like of shape</em><em> (</em><em>n_samples</em><em>,</em><em>) or </em><em>(</em><em>n_samples</em><em>, </em><em>n_classes</em><em>)</em>) – Multi-class targets. An indicator matrix turns on multilabel
+classification.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p></p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>self</p>
+</dd>
+</dl>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.get_params">
-<code class="descname">get_params</code><span class="sig-paren">(</span><em>deep=True</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.get_params" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">get_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">deep</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.get_params" title="Permalink to this definition">¶</a></dt>
+<dd><p>Get parameters for this estimator.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>deep</strong> (<em>bool</em><em>, </em><em>default=True</em>) – If True, will return the parameters for this estimator and
+contained subobjects that are estimators.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>params</strong> – Parameter names mapped to their values.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>mapping of string to any</p>
+</dd>
+</dl>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.predict">
-<code class="descname">predict</code><span class="sig-paren">(</span><em>X</em>, <em>example_indices=None</em>, <em>view_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.predict" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">predict</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.predict" title="Permalink to this definition">¶</a></dt>
+<dd><p>Predict multi-class targets using underlying estimators.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>X</strong> (<em>(</em><em>sparse</em><em>) </em><em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_features</em><em>)</em>) – Data.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>y</strong> – Predicted multi-class targets.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>(sparse) array-like of shape (n_samples,) or (n_samples, n_classes)</p>
+</dd>
+</dl>
+</dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper">
-<em class="property">class </em><code class="descname">MultiviewWrapper</code><span class="sig-paren">(</span><em>estimator=None</em>, <em>**args</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper"><code class="xref py py-class docutils literal"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper</span></code></a></p>
+<em class="property">class </em><code class="sig-name descname">MultiviewWrapper</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper</span></code></a></p>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper">
-<em class="property">class </em><code class="descname">OVOWrapper</code><span class="sig-paren">(</span><em>estimator</em>, <em>n_jobs=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper"><code class="xref py py-class docutils literal"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper</span></code></a>, <code class="xref py py-class docutils literal"><span class="pre">sklearn.multiclass.OneVsOneClassifier</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">OVOWrapper</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span></em>, <em class="sig-param"><span class="n">n_jobs</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.multiclass.OneVsOneClassifier</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.decision_function">
-<code class="descname">decision_function</code><span class="sig-paren">(</span><em>X</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.decision_function" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">decision_function</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.decision_function" title="Permalink to this definition">¶</a></dt>
+<dd><p>Decision function for the OneVsOneClassifier.</p>
+<p>The decision values for the samples are computed by adding the
+normalized sum of pair-wise classification confidence levels to the
+votes in order to disambiguate between the decision values when the
+votes for all the classes are equal leading to a tie.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>X</strong> (<em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_features</em><em>)</em>) – </p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>Y</strong></p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>array-like of shape (n_samples, n_classes)</p>
+</dd>
+</dl>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.get_params">
-<code class="descname">get_params</code><span class="sig-paren">(</span><em>deep=True</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.get_params" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">get_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">deep</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.get_params" title="Permalink to this definition">¶</a></dt>
+<dd><p>Get parameters for this estimator.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>deep</strong> (<em>bool</em><em>, </em><em>default=True</em>) – If True, will return the parameters for this estimator and
+contained subobjects that are estimators.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>params</strong> – Parameter names mapped to their values.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>mapping of string to any</p>
+</dd>
+</dl>
+</dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper">
-<em class="property">class </em><code class="descname">OVRWrapper</code><span class="sig-paren">(</span><em>estimator</em>, <em>n_jobs=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper"><code class="xref py py-class docutils literal"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper</span></code></a>, <code class="xref py py-class docutils literal"><span class="pre">sklearn.multiclass.OneVsRestClassifier</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">OVRWrapper</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span></em>, <em class="sig-param"><span class="n">n_jobs</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.multiclass.OneVsRestClassifier</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper.get_params">
-<code class="descname">get_params</code><span class="sig-paren">(</span><em>deep=True</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper.get_params" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">get_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">deep</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper.get_params" title="Permalink to this definition">¶</a></dt>
+<dd><p>Get parameters for this estimator.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>deep</strong> (<em>bool</em><em>, </em><em>default=True</em>) – If True, will return the parameters for this estimator and
+contained subobjects that are estimators.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>params</strong> – Parameter names mapped to their values.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>mapping of string to any</p>
+</dd>
+</dl>
+</dd></dl>
</dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.get_mc_estim">
-<code class="descname">get_mc_estim</code><span class="sig-paren">(</span><em>estimator</em>, <em>random_state</em>, <em>y=None</em>, <em>multiview=False</em>, <em>multiclass=False</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.get_mc_estim" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_mc_estim</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span></em>, <em class="sig-param"><span class="n">random_state</span></em>, <em class="sig-param"><span class="n">y</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">multiview</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">multiclass</span><span class="o">=</span><span class="default_value">False</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.get_mc_estim" title="Permalink to this definition">¶</a></dt>
<dd><p>Used to get a multiclass-compatible estimator if the one in param does not natively support multiclass.
If perdict_proba is available in the asked estimator, a One Versus Rest wrapper is returned,
else, a One Versus One wrapper is returned.</p>
<p>To be able to deal with multiview algorithm, multiview wrappers are implemented separately.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>estimator</strong> (<em>sklearn-like estimator</em>) – Asked estimator</li>
-<li><strong>y</strong> (<em>numpy.array</em>) – The labels of the problem</li>
-<li><strong>random_state</strong> (<em>numpy.random.RandomState object</em>) – The random state, used to generate a fake multiclass problem</li>
-<li><strong>multiview</strong> (<em>bool</em>) – If True, mutliview-compatible wrappers are returned.</li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>estimator</strong> (<em>sklearn-like estimator</em>) – Asked estimator</p></li>
+<li><p><strong>y</strong> (<em>numpy.array</em>) – The labels of the problem</p></li>
+<li><p><strong>random_state</strong> (<em>numpy.random.RandomState object</em>) – The random state, used to generate a fake multiclass problem</p></li>
+<li><p><strong>multiview</strong> (<em>bool</em>) – If True, mutliview-compatible wrappers are returned.</p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"><strong>estimator</strong> – Either the aksed estimator, or a multiclass-compatible wrapper over the asked estimator</p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">sklearn-like estimator</p>
-</td>
-</tr>
-</tbody>
-</table>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>estimator</strong> – Either the aksed estimator, or a multiclass-compatible wrapper over the asked estimator</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>sklearn-like estimator</p>
+</dd>
+</dl>
</dd></dl>
</div>
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis">
<span id="multiview-platform-mono-multi-view-classifiers-utils-multiview-result-analysis-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_metrics_scores">
-<code class="descname">get_metrics_scores</code><span class="sig-paren">(</span><em>metrics_var</em>, <em>train_labels</em>, <em>test_labels</em>, <em>validation_indices</em>, <em>learning_indices</em>, <em>labels</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_metrics_scores" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_metrics_scores</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">metrics_var</span></em>, <em class="sig-param"><span class="n">train_labels</span></em>, <em class="sig-param"><span class="n">test_labels</span></em>, <em class="sig-param"><span class="n">validation_indices</span></em>, <em class="sig-param"><span class="n">learning_indices</span></em>, <em class="sig-param"><span class="n">labels</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_metrics_scores" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_total_metric_scores">
-<code class="descname">get_total_metric_scores</code><span class="sig-paren">(</span><em>metric</em>, <em>train_labels</em>, <em>test_labels</em>, <em>validation_indices</em>, <em>learning_indices</em>, <em>labels</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_total_metric_scores" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_total_metric_scores</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">metric</span></em>, <em class="sig-param"><span class="n">train_labels</span></em>, <em class="sig-param"><span class="n">test_labels</span></em>, <em class="sig-param"><span class="n">validation_indices</span></em>, <em class="sig-param"><span class="n">learning_indices</span></em>, <em class="sig-param"><span class="n">labels</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_total_metric_scores" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.print_metric_score">
-<code class="descname">print_metric_score</code><span class="sig-paren">(</span><em>metric_scores</em>, <em>metrics</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.print_metric_score" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">print_metric_score</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">metric_scores</span></em>, <em class="sig-param"><span class="n">metrics</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.print_metric_score" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</div>
<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.transformations">
<span id="multiview-platform-mono-multi-view-classifiers-utils-transformations-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.transformations module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.transformations" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.transformations.sign_labels">
-<code class="descname">sign_labels</code><span class="sig-paren">(</span><em>labels</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.transformations.sign_labels" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">sign_labels</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">labels</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.transformations.sign_labels" title="Permalink to this definition">¶</a></dt>
<dd><p>Returns a label array with (-1,1) as labels.
If labels was already made of (-1,1), returns labels.
If labels is made of (0,1), returns labels with all
zeros transformed in -1.</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
-<li><strong>labels</strong> – </li>
-<li><strong>original label numpy array</strong> (<em>The</em>) – </li>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>labels</strong> – </p></li>
+<li><p><strong>original label numpy array</strong> (<em>The</em>) – </p></li>
</ul>
-</td>
-</tr>
-<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first"></p>
-</td>
-</tr>
-<tr class="field-odd field"><th class="field-name">Return type:</th><td class="field-body"><p class="first last">A np.array with labels made of (-1,1)</p>
-</td>
-</tr>
-</tbody>
-</table>
-</dd></dl>
-
-<dl class="function">
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p></p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>A np.array with labels made of (-1,1)</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
<dt id="multiview_platform.mono_multi_view_classifiers.utils.transformations.unsign_labels">
-<code class="descname">unsign_labels</code><span class="sig-paren">(</span><em>labels</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.transformations.unsign_labels" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">unsign_labels</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">labels</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.transformations.unsign_labels" title="Permalink to this definition">¶</a></dt>
<dd><p>The inverse function</p>
-<table class="docutils field-list" frame="void" rules="none">
-<col class="field-name" />
-<col class="field-body" />
-<tbody valign="top">
-<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>labels</strong> – </td>
-</tr>
-</tbody>
-</table>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>labels</strong> – </p>
+</dd>
+</dl>
</dd></dl>
</div>
@@ -1290,7 +1335,7 @@ zeros transformed in -1.</p>
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers.utils package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -1317,20 +1362,20 @@ zeros transformed in -1.</p>
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.utils.txt"
+ <li><a href="../_sources/references/multiview_platform.mono_multi_view_classifiers.utils.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
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<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
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-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
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</div>
<div class="clearer"></div>
@@ -1350,14 +1395,14 @@ zeros transformed in -1.</p>
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion.html" title="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.mono_multi_view_classifiers.html" >multiview_platform.mono_multi_view_classifiers package</a> »</li>
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</div>
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© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.tests.html b/docs/build/references/multiview_platform.tests.html
index 90143b3164eef9b6f2dcb98135989a5b064fbedd..a0ddb012b93e63e577f956511513477d15296320 100644
--- a/docs/build/references/multiview_platform.tests.html
+++ b/docs/build/references/multiview_platform.tests.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.tests package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.tests package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform references" href="multiview_platform.html" />
<link rel="next" title="multiview_platform.tests.test_metrics package" href="multiview_platform.tests.test_metrics.html" />
<link rel="prev" title="multiview_platform.mono_multi_view_classifiers.utils package" href="multiview_platform.mono_multi_view_classifiers.utils.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.utils.html" title="multiview_platform.mono_multi_view_classifiers.utils package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" accesskey="U">multiview_platform references</a> »</li>
</ul>
</div>
@@ -162,7 +151,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.tests package</a><ul>
<li><a class="reference internal" href="#subpackages">Subpackages</a></li>
@@ -183,20 +172,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.tests.txt"
+ <li><a href="../_sources/references/multiview_platform.tests.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -216,13 +205,13 @@
<li class="right" >
<a href="multiview_platform.mono_multi_view_classifiers.utils.html" title="multiview_platform.mono_multi_view_classifiers.utils package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.tests.test_metrics.html b/docs/build/references/multiview_platform.tests.test_metrics.html
index 666a8212264e0362cf216c2b4e1b6c51f480577a..481dd91dda9d5c7c5a3a7cda3bd561accb4bab7f 100644
--- a/docs/build/references/multiview_platform.tests.test_metrics.html
+++ b/docs/build/references/multiview_platform.tests.test_metrics.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.tests.test_metrics package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.tests.test_metrics package — SuMMIT 0 documentation</title>
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<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
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- URL_ROOT: '../',
- VERSION: '0',
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- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform.tests package" href="multiview_platform.tests.html" />
<link rel="next" title="multiview_platform.tests.test_mono_view package" href="multiview_platform.tests.test_mono_view.html" />
<link rel="prev" title="multiview_platform.tests package" href="multiview_platform.tests.html" />
- </head>
- <body role="document">
+ </head><body>
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<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.tests.html" title="multiview_platform.tests package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.tests.html" accesskey="U">multiview_platform.tests package</a> »</li>
</ul>
@@ -64,19 +53,20 @@
</div>
<div class="section" id="module-multiview_platform.tests.test_metrics.test_accuracy_score">
<span id="multiview-platform-tests-test-metrics-test-accuracy-score-module"></span><h2>multiview_platform.tests.test_metrics.test_accuracy_score module<a class="headerlink" href="#module-multiview_platform.tests.test_metrics.test_accuracy_score" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score">
-<em class="property">class </em><code class="descname">Test_accuracy_score</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">Test_accuracy_score</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.score_test">
-<code class="descname">score_test</code><span class="sig-paren">(</span><em>metric_module</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.score_test" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">score_test</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">metric_module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.score_test" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.setUpClass">
-<code class="descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
+</dd></dl>
</dd></dl>
@@ -92,7 +82,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.tests.test_metrics package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -111,20 +101,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.tests.test_metrics.txt"
+ <li><a href="../_sources/references/multiview_platform.tests.test_metrics.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
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</div>
<div class="clearer"></div>
@@ -144,14 +134,14 @@
<li class="right" >
<a href="multiview_platform.tests.html" title="multiview_platform.tests package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.tests.html" >multiview_platform.tests package</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.tests.test_mono_view.html b/docs/build/references/multiview_platform.tests.test_mono_view.html
index e49eff62681ac438a78dfdcd9bec142b401dd698..71842ac12bc68e418d1b922bb1a2248e08b7108a 100644
--- a/docs/build/references/multiview_platform.tests.test_mono_view.html
+++ b/docs/build/references/multiview_platform.tests.test_mono_view.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.tests.test_mono_view package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.tests.test_mono_view package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
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+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
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<link rel="next" title="multiview_platform.tests.test_monoview_classifiers package" href="multiview_platform.tests.test_monoview_classifiers.html" />
<link rel="prev" title="multiview_platform.tests.test_metrics package" href="multiview_platform.tests.test_metrics.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.tests.test_metrics.html" title="multiview_platform.tests.test_metrics package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.tests.html" accesskey="U">multiview_platform.tests package</a> »</li>
</ul>
@@ -64,60 +53,65 @@
</div>
<div class="section" id="module-multiview_platform.tests.test_mono_view.test_ExecClassifMonoView">
<span id="multiview-platform-tests-test-mono-view-test-execclassifmonoview-module"></span><h2>multiview_platform.tests.test_mono_view.test_ExecClassifMonoView module<a class="headerlink" href="#module-multiview_platform.tests.test_mono_view.test_ExecClassifMonoView" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs">
-<em class="property">class </em><code class="descname">Test_getHPs</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="classmethod">
+<em class="property">class </em><code class="sig-name descname">Test_getHPs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.setUpClass">
-<em class="property">classmethod </em><code class="descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
+</dd></dl>
-<dl class="classmethod">
+<dl class="py method">
<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.tearDownClass">
-<em class="property">classmethod </em><code class="descname">tearDownClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.tearDownClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">tearDownClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.tearDownClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for deconstructing the class fixture after running all tests in the class.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.test_simple">
-<code class="descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.test_simple" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.test_simple" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants">
-<em class="property">class </em><code class="descname">Test_initConstants</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="classmethod">
+<em class="property">class </em><code class="sig-name descname">Test_initConstants</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.setUpClass">
-<em class="property">classmethod </em><code class="descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
+</dd></dl>
-<dl class="classmethod">
+<dl class="py method">
<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.tearDownClass">
-<em class="property">classmethod </em><code class="descname">tearDownClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.tearDownClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">tearDownClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.tearDownClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for deconstructing the class fixture after running all tests in the class.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.test_simple">
-<code class="descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.test_simple" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.test_simple" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest">
-<em class="property">class </em><code class="descname">Test_initTrainTest</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="classmethod">
+<em class="property">class </em><code class="sig-name descname">Test_initTrainTest</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest.setUpClass">
-<em class="property">classmethod </em><code class="descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest.test_simple">
-<code class="descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest.test_simple" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest.test_simple" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
@@ -125,18 +119,19 @@
</div>
<div class="section" id="module-multiview_platform.tests.test_mono_view.test_MonoviewUtils">
<span id="multiview-platform-tests-test-mono-view-test-monoviewutils-module"></span><h2>multiview_platform.tests.test_mono_view.test_MonoviewUtils module<a class="headerlink" href="#module-multiview_platform.tests.test_mono_view.test_MonoviewUtils" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds">
-<em class="property">class </em><code class="descname">Test_genTestFoldsPreds</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="classmethod">
+<em class="property">class </em><code class="sig-name descname">Test_genTestFoldsPreds</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds.setUpClass">
-<em class="property">classmethod </em><code class="descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds.test_simple">
-<code class="descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds.test_simple" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds.test_simple" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
@@ -153,7 +148,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
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<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -173,20 +168,20 @@
<div role="note" aria-label="source link">
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- <li><a href="../_sources/references/multiview_platform.tests.test_mono_view.txt"
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-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
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@@ -206,14 +201,14 @@
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+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.tests.test_monoview_classifiers.html b/docs/build/references/multiview_platform.tests.test_monoview_classifiers.html
index 14fe30c0aada75e883adbcd4f015e6c96555fbf3..ef58ed271decdf574c9876791780bc0030dcbce6 100644
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+++ b/docs/build/references/multiview_platform.tests.test_monoview_classifiers.html
@@ -1,36 +1,25 @@
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+<!DOCTYPE html>
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+<html>
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+ <meta charset="utf-8" />
+ <title>multiview_platform.tests.test_monoview_classifiers package — SuMMIT 0 documentation</title>
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@@ -46,7 +35,7 @@
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accesskey="P">previous</a> |</li>
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<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
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- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.tests.test_monoview_classifiers package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -99,20 +88,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.tests.test_monoview_classifiers.txt"
+ <li><a href="../_sources/references/multiview_platform.tests.test_monoview_classifiers.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
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- <div><input type="submit" value="Go" /></div>
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- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
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+ </div>
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-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
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@@ -132,14 +121,14 @@
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>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
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- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure.html b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure.html
index 2156e1dd5ade39e53a484c1fd71c3cc96adbfa5f..f201d07f85396f43f491d3746e7b9f7c86188b7d 100644
--- a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure.html
+++ b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
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+<!DOCTYPE html>
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+<html>
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-
+ <meta charset="utf-8" />
+ <title>multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure package — SuMMIT 0 documentation</title>
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+
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- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="multiview_platform.tests.test_multiview_classifiers package" href="multiview_platform.tests.test_multiview_classifiers.html" />
<link rel="next" title="multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion package" href="multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion.html" />
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- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.tests.test_multiview_classifiers.html" title="multiview_platform.tests.test_multiview_classifiers package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
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@@ -77,7 +66,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -96,20 +85,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure.txt"
+ <li><a href="../_sources/references/multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
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<div id="searchbox" style="display: none" role="search">
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+ <div class="searchformwrapper">
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- <div><input type="submit" value="Go" /></div>
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- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
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+ </div>
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-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
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@@ -129,7 +118,7 @@
<li class="right" >
<a href="multiview_platform.tests.test_multiview_classifiers.html" title="multiview_platform.tests.test_multiview_classifiers package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
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<li class="nav-item nav-item-3"><a href="multiview_platform.tests.test_multiview_classifiers.html" >multiview_platform.tests.test_multiview_classifiers package</a> »</li>
@@ -137,7 +126,7 @@
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
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</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion.html b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion.html
index 0f100b7ea215a489a358d13506bbb0ce3b2ffe9d..31441b8f8f4f8f32a85fb2c6baf028babd04cc8e 100644
--- a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion.html
+++ b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
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+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion package — SuMMIT 0 documentation</title>
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- <body role="document">
+ </head><body>
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@@ -46,7 +35,7 @@
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<a href="multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure.html" title="multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
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@@ -77,7 +66,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -96,20 +85,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion.txt"
+ <li><a href="../_sources/references/multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion.rst.txt"
rel="nofollow">Show Source</a></li>
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</div>
<div id="searchbox" style="display: none" role="search">
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+ <h3 id="searchlabel">Quick search</h3>
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- <div><input type="submit" value="Go" /></div>
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+<script>$('#searchbox').show(0);</script>
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@@ -129,7 +118,7 @@
<li class="right" >
<a href="multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure.html" title="multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
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@@ -137,7 +126,7 @@
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© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion.html b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion.html
index 87ae2f54b170b896180e6d186bf5ebc8bfc43c1e..f6ce58f0171f228eacf52456924e741781791f51 100644
--- a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion.html
+++ b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
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-
+ <meta charset="utf-8" />
+ <title>multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion package — SuMMIT 0 documentation</title>
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@@ -46,7 +35,7 @@
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accesskey="P">previous</a> |</li>
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@@ -77,7 +66,7 @@
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- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
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@@ -96,20 +85,20 @@
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- <li><a href="../_sources/references/multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion.txt"
+ <li><a href="../_sources/references/multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion.rst.txt"
rel="nofollow">Show Source</a></li>
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@@ -129,7 +118,7 @@
<li class="right" >
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@@ -137,7 +126,7 @@
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
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\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion.html b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion.html
index 5050c3b9e9c6abba726fc53148add6c9e3781eee..4826184bb82c848d7b4641aa9cf48a40a9d22597 100644
--- a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion.html
+++ b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
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-
+ <meta charset="utf-8" />
+ <title>multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion package — SuMMIT 0 documentation</title>
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<link rel="next" title="multiview_platform.tests.test_multiview_classifiers.Test_Fusion package" href="multiview_platform.tests.test_multiview_classifiers.Test_Fusion.html" />
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@@ -46,7 +35,7 @@
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<a href="multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion.html" title="multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
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@@ -77,7 +66,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
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- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
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<li><a class="reference internal" href="#">multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -96,20 +85,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion.txt"
+ <li><a href="../_sources/references/multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion.rst.txt"
rel="nofollow">Show Source</a></li>
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@@ -129,7 +118,7 @@
<li class="right" >
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- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
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@@ -137,7 +126,7 @@
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
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\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_Fusion.html b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_Fusion.html
index 4a902f53a7e4afe4e2f481f26f86133c83b624f4..61d39aa86d245145246307ad71747b60e757a5bf 100644
--- a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_Fusion.html
+++ b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_Fusion.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
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+ <meta charset="utf-8" />
+ <title>multiview_platform.tests.test_multiview_classifiers.Test_Fusion package — SuMMIT 0 documentation</title>
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- <body role="document">
+ </head><body>
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@@ -46,7 +35,7 @@
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<a href="multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion.html" title="multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
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@@ -82,7 +71,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
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<li><a class="reference internal" href="#">multiview_platform.tests.test_multiview_classifiers.Test_Fusion package</a><ul>
<li><a class="reference internal" href="#subpackages">Subpackages</a></li>
@@ -102,20 +91,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.tests.test_multiview_classifiers.Test_Fusion.txt"
+ <li><a href="../_sources/references/multiview_platform.tests.test_multiview_classifiers.Test_Fusion.rst.txt"
rel="nofollow">Show Source</a></li>
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</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
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+ </div>
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-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
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@@ -135,7 +124,7 @@
<li class="right" >
<a href="multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion.html" title="multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
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@@ -143,7 +132,7 @@
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<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
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\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html
index cdf0ffd74a4416339adf985be2d8ddfae264c32d..6cfac51034dda0967a8284e2f272a366c483f1a6 100644
--- a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html
+++ b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
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+<html>
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-
+ <meta charset="utf-8" />
+ <title>multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure package — SuMMIT 0 documentation</title>
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- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
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@@ -46,7 +35,7 @@
<li class="right" >
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- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
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@@ -77,7 +66,7 @@
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- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -96,20 +85,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.txt"
+ <li><a href="../_sources/references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.rst.txt"
rel="nofollow">Show Source</a></li>
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+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
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-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
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@@ -129,7 +118,7 @@
<li class="right" >
<a href="multiview_platform.tests.test_multiview_classifiers.Test_Fusion.html" title="multiview_platform.tests.test_multiview_classifiers.Test_Fusion package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.tests.html" >multiview_platform.tests package</a> »</li>
<li class="nav-item nav-item-3"><a href="multiview_platform.tests.test_multiview_classifiers.html" >multiview_platform.tests.test_multiview_classifiers package</a> »</li>
@@ -137,7 +126,7 @@
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
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</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.html b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.html
index 237276627caaf590bec3e5a616f91e9f1d30f5a2..b95551a1bc8b4292834ef0d0c4fc537db399a25c 100644
--- a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.html
+++ b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
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+<html>
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- <title>multiview_platform.tests.test_multiview_classifiers package — MultiviewPlatform 0 documentation</title>
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+ <meta charset="utf-8" />
+ <title>multiview_platform.tests.test_multiview_classifiers package — SuMMIT 0 documentation</title>
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+
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<link rel="next" title="multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure package" href="multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure.html" />
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@@ -46,7 +35,7 @@
<li class="right" >
<a href="multiview_platform.tests.test_monoview_classifiers.html" title="multiview_platform.tests.test_monoview_classifiers package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
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@@ -122,7 +111,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.tests.test_multiview_classifiers package</a><ul>
<li><a class="reference internal" href="#subpackages">Subpackages</a></li>
@@ -142,20 +131,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.tests.test_multiview_classifiers.txt"
+ <li><a href="../_sources/references/multiview_platform.tests.test_multiview_classifiers.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
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- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
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-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
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</div>
<div class="clearer"></div>
@@ -175,14 +164,14 @@
<li class="right" >
<a href="multiview_platform.tests.test_monoview_classifiers.html" title="multiview_platform.tests.test_monoview_classifiers package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.tests.html" >multiview_platform.tests package</a> »</li>
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</div>
<div class="footer" role="contentinfo">
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- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/references/multiview_platform.tests.test_utils.html b/docs/build/references/multiview_platform.tests.test_utils.html
index c58eebd7b626cd27f8e6af63fe34f5740c7cf29e..fe1e83c09ef97bb158d6100137b4a37905163784 100644
--- a/docs/build/references/multiview_platform.tests.test_utils.html
+++ b/docs/build/references/multiview_platform.tests.test_utils.html
@@ -1,35 +1,24 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
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+<html>
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- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>multiview_platform.tests.test_utils package — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>multiview_platform.tests.test_utils package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
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+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
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<link rel="prev" title="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure package" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html" />
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- <body role="document">
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@@ -42,7 +31,7 @@
<li class="right" >
<a href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html" title="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure package"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
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</ul>
@@ -60,80 +49,86 @@
</div>
<div class="section" id="module-multiview_platform.tests.test_utils.test_GetMultiviewDB">
<span id="multiview-platform-tests-test-utils-test-getmultiviewdb-module"></span><h2>multiview_platform.tests.test_utils.test_GetMultiviewDB module<a class="headerlink" href="#module-multiview_platform.tests.test_utils.test_GetMultiviewDB" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv">
-<em class="property">class </em><code class="descname">Test_get_classic_db_csv</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">Test_get_classic_db_csv</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.setUp">
-<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.setUp" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.setUp" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up the test fixture before exercising it.</p>
+</dd></dl>
-<dl class="classmethod">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.tearDown">
-<em class="property">classmethod </em><code class="descname">tearDown</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.tearDown" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">tearDown</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.tearDown" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for deconstructing the test fixture after testing it.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.test_simple">
-<code class="descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.test_simple" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.test_simple" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5">
-<em class="property">class </em><code class="descname">Test_get_classic_db_hdf5</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">Test_get_classic_db_hdf5</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.setUp">
-<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.setUp" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.setUp" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up the test fixture before exercising it.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.tearDown">
-<code class="descname">tearDown</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.tearDown" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">tearDown</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.tearDown" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for deconstructing the test fixture after testing it.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_all_views_asked">
-<code class="descname">test_all_views_asked</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_all_views_asked" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_all_views_asked</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_all_views_asked" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_asked_the_whole_dataset">
-<code class="descname">test_asked_the_whole_dataset</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_asked_the_whole_dataset" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_asked_the_whole_dataset</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_asked_the_whole_dataset" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_simple">
-<code class="descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_simple" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_simple" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5">
-<em class="property">class </em><code class="descname">Test_get_plausible_db_hdf5</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="classmethod">
+<em class="property">class </em><code class="sig-name descname">Test_get_plausible_db_hdf5</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.setUpClass">
-<em class="property">classmethod </em><code class="descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
+</dd></dl>
-<dl class="classmethod">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.tearDownClass">
-<em class="property">classmethod </em><code class="descname">tearDownClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.tearDownClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">tearDownClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.tearDownClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for deconstructing the class fixture after running all tests in the class.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_simple">
-<code class="descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_simple" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_simple" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_two_class">
-<code class="descname">test_two_class</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_two_class" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_two_class</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_two_class" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
@@ -141,33 +136,35 @@
</div>
<div class="section" id="module-multiview_platform.tests.test_utils.test_configuration">
<span id="multiview-platform-tests-test-utils-test-configuration-module"></span><h2>multiview_platform.tests.test_utils.test_configuration module<a class="headerlink" href="#module-multiview_platform.tests.test_utils.test_configuration" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_configuration.Test_get_the_args">
-<em class="property">class </em><code class="descname">Test_get_the_args</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="classmethod">
+<em class="property">class </em><code class="sig-name descname">Test_get_the_args</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.setUpClass">
-<em class="property">classmethod </em><code class="descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
+</dd></dl>
-<dl class="classmethod">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.tearDownClass">
-<em class="property">classmethod </em><code class="descname">tearDownClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.tearDownClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">tearDownClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.tearDownClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for deconstructing the class fixture after running all tests in the class.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_arguments">
-<code class="descname">test_arguments</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_arguments" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_arguments</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_arguments" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_dict_format">
-<code class="descname">test_dict_format</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_dict_format" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_dict_format</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_dict_format" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_file_loading">
-<code class="descname">test_file_loading</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_file_loading" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_file_loading</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_file_loading" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
@@ -175,166 +172,175 @@
</div>
<div class="section" id="module-multiview_platform.tests.test_utils.test_execution">
<span id="multiview-platform-tests-test-utils-test-execution-module"></span><h2>multiview_platform.tests.test_utils.test_execution module<a class="headerlink" href="#module-multiview_platform.tests.test_utils.test_execution" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_execution.FakeArg">
-<em class="property">class </em><code class="descname">FakeArg</code><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.FakeArg" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">object</span></code></p>
+<em class="property">class </em><code class="sig-name descname">FakeArg</code><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.FakeArg" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries">
-<em class="property">class </em><code class="descname">Test_genArgumentDictionaries</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="classmethod">
+<em class="property">class </em><code class="sig-name descname">Test_genArgumentDictionaries</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries.setUpClass">
-<em class="property">classmethod </em><code class="descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
+</dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames">
-<em class="property">class </em><code class="descname">Test_genDirecortiesNames</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="classmethod">
+<em class="property">class </em><code class="sig-name descname">Test_genDirecortiesNames</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.setUpClass">
-<em class="property">classmethod </em><code class="descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_ovo_no_iter">
-<code class="descname">test_ovo_no_iter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_ovo_no_iter" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_ovo_no_iter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_ovo_no_iter" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_simple_ovo">
-<code class="descname">test_simple_ovo</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_simple_ovo" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_simple_ovo</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_simple_ovo" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_genKFolds">
-<em class="property">class </em><code class="descname">Test_genKFolds</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genKFolds" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">Test_genKFolds</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genKFolds" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_genKFolds.setUp">
-<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genKFolds.setUp" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genKFolds.setUp" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up the test fixture before exercising it.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_genKFolds.test_genKFolds_iter">
-<code class="descname">test_genKFolds_iter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genKFolds.test_genKFolds_iter" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_genKFolds_iter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genKFolds.test_genKFolds_iter" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_genSplits">
-<em class="property">class </em><code class="descname">Test_genSplits</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genSplits" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">Test_genSplits</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genSplits" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_genSplits.setUp">
-<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genSplits.setUp" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genSplits.setUp" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up the test fixture before exercising it.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_genSplits_no_iter">
-<code class="descname">test_genSplits_no_iter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_genSplits_no_iter" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_genSplits_no_iter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_genSplits_no_iter" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_simple">
-<code class="descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_simple" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_simple" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction">
-<em class="property">class </em><code class="descname">Test_getDatabaseFunction</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="classmethod">
+<em class="property">class </em><code class="sig-name descname">Test_getDatabaseFunction</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.setUpClass">
-<em class="property">classmethod </em><code class="descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_hdf5">
-<code class="descname">test_hdf5</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_hdf5" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_hdf5</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_hdf5" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_plausible_hdf5">
-<code class="descname">test_plausible_hdf5</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_plausible_hdf5" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_plausible_hdf5</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_plausible_hdf5" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_simple">
-<code class="descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_simple" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_simple" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_initRandomState">
-<em class="property">class </em><code class="descname">Test_initRandomState</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initRandomState" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">Test_initRandomState</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initRandomState" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_initRandomState.setUp">
-<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.setUp" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.setUp" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up the test fixture before exercising it.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_initRandomState.tearDown">
-<code class="descname">tearDown</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.tearDown" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">tearDown</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.tearDown" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for deconstructing the test fixture after testing it.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_42">
-<code class="descname">test_random_state_42</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_42" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_random_state_42</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_42" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_pickle">
-<code class="descname">test_random_state_pickle</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_pickle" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_random_state_pickle</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_pickle" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates">
-<em class="property">class </em><code class="descname">Test_initStatsIterRandomStates</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="classmethod">
+<em class="property">class </em><code class="sig-name descname">Test_initStatsIterRandomStates</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.setUpClass">
-<em class="property">classmethod </em><code class="descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_multiple_iter">
-<code class="descname">test_multiple_iter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_multiple_iter" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_multiple_iter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_multiple_iter" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_one_statiter">
-<code class="descname">test_one_statiter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_one_statiter" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_one_statiter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_one_statiter" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs">
-<em class="property">class </em><code class="descname">Test_parseTheArgs</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">Test_parseTheArgs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.setUp">
-<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.setUp" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<code class="sig-name descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.setUp" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up the test fixture before exercising it.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.test_empty_args">
-<code class="descname">test_empty_args</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.test_empty_args" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_empty_args</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.test_empty_args" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
@@ -342,162 +348,165 @@
</div>
<div class="section" id="module-multiview_platform.tests.test_utils.test_multiclass">
<span id="multiview-platform-tests-test-utils-test-multiclass-module"></span><h2>multiview_platform.tests.test_utils.test_multiclass module<a class="headerlink" href="#module-multiview_platform.tests.test_utils.test_multiclass" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeDset">
-<em class="property">class </em><code class="descname">FakeDset</code><span class="sig-paren">(</span><em>n_examples</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeDset" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">object</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">FakeDset</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">n_examples</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeDset" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeDset.get_nb_examples">
-<code class="descname">get_nb_examples</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeDset.get_nb_examples" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">get_nb_examples</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeDset.get_nb_examples" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative">
-<em class="property">class </em><code class="descname">FakeEstimNative</code><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim" title="multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim"><code class="xref py py-class docutils literal"><span class="pre">multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim</span></code></a></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">FakeEstimNative</code><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim" title="multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim</span></code></a></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative.accepts_multi_class">
-<code class="descname">accepts_multi_class</code><span class="sig-paren">(</span><em>random_state</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative.accepts_multi_class" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">accepts_multi_class</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative.accepts_multi_class" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim">
-<em class="property">class </em><code class="descname">FakeMCEstim</code><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">sklearn.base.BaseEstimator</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">FakeMCEstim</code><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.base.BaseEstimator</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim.accepts_multi_class">
-<code class="descname">accepts_multi_class</code><span class="sig-paren">(</span><em>random_state</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim.accepts_multi_class" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">accepts_multi_class</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim.accepts_multi_class" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier">
-<em class="property">class </em><code class="descname">FakeMVClassifier</code><span class="sig-paren">(</span><em>short_name='None'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">sklearn.base.BaseEstimator</span></code></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">FakeMVClassifier</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">short_name</span><span class="o">=</span><span class="default_value">'None'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.base.BaseEstimator</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.fit">
-<code class="descname">fit</code><span class="sig-paren">(</span><em>X</em>, <em>y</em>, <em>train_indices=None</em>, <em>view_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.fit" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">fit</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">y</span></em>, <em class="sig-param"><span class="n">train_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.fit" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.predict">
-<code class="descname">predict</code><span class="sig-paren">(</span><em>X</em>, <em>example_indices=None</em>, <em>view_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.predict" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">predict</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.predict" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb">
-<em class="property">class </em><code class="descname">FakeMVClassifierProb</code><span class="sig-paren">(</span><em>short_name='None'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier" title="multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier"><code class="xref py py-class docutils literal"><span class="pre">multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier</span></code></a></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">FakeMVClassifierProb</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">short_name</span><span class="o">=</span><span class="default_value">'None'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier" title="multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier</span></code></a></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb.predict_proba">
-<code class="descname">predict_proba</code><span class="sig-paren">(</span><em>X</em>, <em>example_indices=None</em>, <em>view_indices=None</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb.predict_proba" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">predict_proba</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb.predict_proba" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeNonProbaEstim">
-<em class="property">class </em><code class="descname">FakeNonProbaEstim</code><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeNonProbaEstim" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim" title="multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim"><code class="xref py py-class docutils literal"><span class="pre">multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim</span></code></a></p>
+<em class="property">class </em><code class="sig-name descname">FakeNonProbaEstim</code><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeNonProbaEstim" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim" title="multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim</span></code></a></p>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim">
-<em class="property">class </em><code class="descname">FakeProbaEstim</code><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim" title="multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim"><code class="xref py py-class docutils literal"><span class="pre">multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim</span></code></a></p>
-<dl class="method">
+<em class="property">class </em><code class="sig-name descname">FakeProbaEstim</code><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim" title="multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim</span></code></a></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim.predict_proba">
-<code class="descname">predict_proba</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim.predict_proba" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">predict_proba</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim.predict_proba" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit">
-<em class="property">class </em><code class="descname">Test_MultiviewOVOWrapper_fit</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="classmethod">
+<em class="property">class </em><code class="sig-name descname">Test_MultiviewOVOWrapper_fit</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.setUpClass">
-<em class="property">classmethod </em><code class="descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_fit">
-<code class="descname">test_fit</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_fit" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_fit</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_fit" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_predict">
-<code class="descname">test_predict</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_predict" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_predict</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_predict" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit">
-<em class="property">class </em><code class="descname">Test_MultiviewOVRWrapper_fit</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="classmethod">
+<em class="property">class </em><code class="sig-name descname">Test_MultiviewOVRWrapper_fit</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.setUpClass">
-<em class="property">classmethod </em><code class="descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_fit">
-<code class="descname">test_fit</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_fit" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_fit</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_fit" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_predict">
-<code class="descname">test_predict</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_predict" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_predict</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_predict" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
-<dl class="class">
+<dl class="py class">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim">
-<em class="property">class </em><code class="descname">Test_get_mc_estim</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="classmethod">
+<em class="property">class </em><code class="sig-name descname">Test_get_mc_estim</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.setUpClass">
-<em class="property">classmethod </em><code class="descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
+<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.setUpClass" title="Permalink to this definition">¶</a></dt>
+<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
+</dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_biclass">
-<code class="descname">test_biclass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_biclass" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_biclass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_biclass" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_native">
-<code class="descname">test_multiclass_native</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_native" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_multiclass_native</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_native" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo">
-<code class="descname">test_multiclass_ovo</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_multiclass_ovo</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo_multiview">
-<code class="descname">test_multiclass_ovo_multiview</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo_multiview" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_multiclass_ovo_multiview</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo_multiview" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr">
-<code class="descname">test_multiclass_ovr</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_multiclass_ovr</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
-<dl class="method">
+<dl class="py method">
<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr_multiview">
-<code class="descname">test_multiclass_ovr_multiview</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr_multiview" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">test_multiclass_ovr_multiview</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr_multiview" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>
</dd></dl>
@@ -514,7 +523,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">multiview_platform.tests.test_utils package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
@@ -533,20 +542,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/references/multiview_platform.tests.test_utils.txt"
+ <li><a href="../_sources/references/multiview_platform.tests.test_utils.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -563,14 +572,14 @@
<li class="right" >
<a href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html" title="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure package"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="multiview_platform.html" >multiview_platform references</a> »</li>
<li class="nav-item nav-item-2"><a href="multiview_platform.tests.html" >multiview_platform.tests package</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
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diff --git a/docs/build/search.html b/docs/build/search.html
index 847c26d8fd2dd6996780a25ab4ec1757228dcc24..56361635d545f45feacd6126c88ca0b092cad5e3 100644
--- a/docs/build/search.html
+++ b/docs/build/search.html
@@ -1,41 +1,28 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Search — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Search — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="_static/classic.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
- <script type="text/javascript">
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- URL_ROOT: './',
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+ <script id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
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+ <script src="_static/underscore.js"></script>
+ <script src="_static/doctools.js"></script>
+ <script src="_static/language_data.js"></script>
+ <script src="_static/plotly_js.js"></script>
+
+ <script src="_static/searchtools.js"></script>
<link rel="index" title="Index" href="genindex.html" />
<link rel="search" title="Search" href="#" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="index.html" />
- <script type="text/javascript">
- jQuery(function() { Search.loadIndex("searchindex.js"); });
- </script>
-
- <script type="text/javascript" id="searchindexloader"></script>
+ <script src="searchindex.js" defer></script>
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+ </head><body>
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<ul>
@@ -45,7 +32,7 @@
<li class="right" >
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -56,20 +43,18 @@
<h1 id="search-documentation">Search</h1>
<div id="fallback" class="admonition warning">
- <script type="text/javascript">$('#fallback').hide();</script>
+ <script>$('#fallback').hide();</script>
<p>
Please activate JavaScript to enable the search
functionality.
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- From here you can search these documents. Enter your search
- words into the box below and click "search". Note that the search
- function will automatically search for all of the words. Pages
- containing fewer words won't appear in the result list.
+ Searching for multiple words only shows matches that contain
+ all words.
</p>
<form action="" method="get">
- <input type="text" name="q" value="" />
+ <input type="text" name="q" aria-labelledby="search-documentation" value="" />
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</form>
@@ -96,12 +81,12 @@
<li class="right" >
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="nav-item nav-item-0"><a href="index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/searchindex.js b/docs/build/searchindex.js
index 2948c8e34ea68ead2c74cf0001ebc4441f63495a..e85d648f0a3e1fd7b385973ad495e7dae4e59f33 100644
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package","multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion package","multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion package","multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion package","multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods package","multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage package","multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage package","multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion package","multiview_platform.mono_multi_view_classifiers.utils package","multiview_platform.tests package","multiview_platform.tests.test_metrics package","multiview_platform.tests.test_mono_view package","multiview_platform.tests.test_monoview_classifiers package","multiview_platform.tests.test_multiview_classifiers package","multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure package","multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion package","multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion package","multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion package","multiview_platform.tests.test_multiview_classifiers.Test_Fusion package","multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure package","multiview_platform.tests.test_utils package","Example 0 : Getting started with SuMMIT on digits","Example 1 : First big step with SuMMIT","Example 2 : Understanding the hyper-parameter optimization","Example 3 : Understanding the statistical iterations","Taking control : Use your own dataset","Taking control : Use your own algorithms","Hyper-parameter 101","SuMMIT Tutorials","Install 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\ No newline at end of file
diff --git a/docs/build/tutorials/example1.html b/docs/build/tutorials/example1.html
index 45ab0b902e501bd365dfdef88202c46ca41aa4da..3597be4042ecd18df2c96ff089fb1e8db6c4c2bf 100644
--- a/docs/build/tutorials/example1.html
+++ b/docs/build/tutorials/example1.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Example 1 : First big step with SuMMIT — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Example 1 : First big step with SuMMIT — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="SuMMIT Tutorials" href="index.html" />
<link rel="next" title="Example 2 : Understanding the hyper-parameter optimization" href="example2.html" />
<link rel="prev" title="Example 0 : Getting started with SuMMIT on digits" href="example0.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="example0.html" title="Example 0 : Getting started with SuMMIT on digits"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="index.html" accesskey="U">SuMMIT Tutorials</a> »</li>
</ul>
</div>
@@ -67,94 +56,91 @@
<div class="section" id="a-generated-dataset-to-rule-them-all">
<h2>A generated dataset to rule them all<a class="headerlink" href="#a-generated-dataset-to-rule-them-all" title="Permalink to this headline">¶</a></h2>
<p>The <a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/data/doc_summit.hdf5">dataset</a> that will be used in the examples consists in</p>
-<ul>
-<li><dl class="first docutils">
-<dt>500 examples that are either</dt>
-<dd><ul class="first last simple">
-<li>mis-described by all the views (labelled <code class="docutils literal"><span class="pre">Mutual_error_*</span></code>),</li>
-<li>well-described by all the views (labelled <code class="docutils literal"><span class="pre">Redundant_*</span></code>),</li>
-<li>well-described by the majority of the views (labelled <code class="docutils literal"><span class="pre">Complementary_*</span></code>),</li>
-<li>randomly well- or mis-described by the views (labelled <code class="docutils literal"><span class="pre">example_*</span></code>).</li>
+<ul class="simple">
+<li><dl class="simple">
+<dt>500 examples that are either</dt><dd><ul>
+<li><p>mis-described by all the views (labelled <code class="docutils literal notranslate"><span class="pre">Mutual_error_*</span></code>),</p></li>
+<li><p>well-described by all the views (labelled <code class="docutils literal notranslate"><span class="pre">Redundant_*</span></code>),</p></li>
+<li><p>well-described by the majority of the views (labelled <code class="docutils literal notranslate"><span class="pre">Complementary_*</span></code>),</p></li>
+<li><p>randomly well- or mis-described by the views (labelled <code class="docutils literal notranslate"><span class="pre">example_*</span></code>).</p></li>
</ul>
</dd>
</dl>
</li>
-<li><p class="first">8 balanced classes named <code class="docutils literal"><span class="pre">'label_1'</span></code>, ..., <code class="docutils literal"><span class="pre">'label_8'</span></code>,</p>
-</li>
-<li><dl class="first docutils">
-<dt>4 views named <code class="docutils literal"><span class="pre">'generated_view_1'</span></code>, ..., <code class="docutils literal"><span class="pre">'generated_view_4'</span></code>,</dt>
-<dd><ul class="first last simple">
-<li>each view consisting in 3 features.</li>
+<li><p>8 balanced classes named <code class="docutils literal notranslate"><span class="pre">'label_1'</span></code>, …, <code class="docutils literal notranslate"><span class="pre">'label_8'</span></code>,</p></li>
+<li><dl class="simple">
+<dt>4 views named <code class="docutils literal notranslate"><span class="pre">'generated_view_1'</span></code>, …, <code class="docutils literal notranslate"><span class="pre">'generated_view_4'</span></code>,</dt><dd><ul>
+<li><p>each view consisting in 3 features.</p></li>
</ul>
</dd>
</dl>
</li>
</ul>
<p>It has been parametrized with the following error matrix that encapsulates the quantity of information available in each view for each label :</p>
-<table border="1" class="docutils">
+<table class="docutils align-default">
<colgroup>
-<col width="22%" />
-<col width="20%" />
-<col width="20%" />
-<col width="20%" />
-<col width="20%" />
+<col style="width: 22%" />
+<col style="width: 20%" />
+<col style="width: 20%" />
+<col style="width: 20%" />
+<col style="width: 20%" />
</colgroup>
-<thead valign="bottom">
-<tr class="row-odd"><th class="head"> </th>
-<th class="head">View 1</th>
-<th class="head">View 2</th>
-<th class="head">View 3</th>
-<th class="head">View 4</th>
+<thead>
+<tr class="row-odd"><th class="head"></th>
+<th class="head"><p>View 1</p></th>
+<th class="head"><p>View 2</p></th>
+<th class="head"><p>View 3</p></th>
+<th class="head"><p>View 4</p></th>
</tr>
</thead>
-<tbody valign="top">
-<tr class="row-even"><td>label_1</td>
-<td>0.40</td>
-<td>0.40</td>
-<td>0.40</td>
-<td>0.40</td>
+<tbody>
+<tr class="row-even"><td><p>label_1</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
</tr>
-<tr class="row-odd"><td>label_2</td>
-<td>0.55</td>
-<td>0.40</td>
-<td>0.40</td>
-<td>0.40</td>
+<tr class="row-odd"><td><p>label_2</p></td>
+<td><p>0.55</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
</tr>
-<tr class="row-even"><td>label_3</td>
-<td>0.40</td>
-<td>0.50</td>
-<td>0.60</td>
-<td>0.55</td>
+<tr class="row-even"><td><p>label_3</p></td>
+<td><p>0.40</p></td>
+<td><p>0.50</p></td>
+<td><p>0.60</p></td>
+<td><p>0.55</p></td>
</tr>
-<tr class="row-odd"><td>label_4</td>
-<td>0.40</td>
-<td>0.50</td>
-<td>0.50</td>
-<td>0.40</td>
+<tr class="row-odd"><td><p>label_4</p></td>
+<td><p>0.40</p></td>
+<td><p>0.50</p></td>
+<td><p>0.50</p></td>
+<td><p>0.40</p></td>
</tr>
-<tr class="row-even"><td>label_5</td>
-<td>0.40</td>
-<td>0.40</td>
-<td>0.40</td>
-<td>0.40</td>
+<tr class="row-even"><td><p>label_5</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
</tr>
-<tr class="row-odd"><td>label_6</td>
-<td>0.40</td>
-<td>0.40</td>
-<td>0.40</td>
-<td>0.40</td>
+<tr class="row-odd"><td><p>label_6</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
</tr>
-<tr class="row-even"><td>label_7</td>
-<td>0.40</td>
-<td>0.40</td>
-<td>0.40</td>
-<td>0.40</td>
+<tr class="row-even"><td><p>label_7</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
</tr>
-<tr class="row-odd"><td>label_7</td>
-<td>0.40</td>
-<td>0.40</td>
-<td>0.40</td>
-<td>0.40</td>
+<tr class="row-odd"><td><p>label_7</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
+<td><p>0.40</p></td>
</tr>
</tbody>
</table>
@@ -162,37 +148,33 @@
</div>
<div class="section" id="getting-started">
<h2>Getting started<a class="headerlink" href="#getting-started" title="Permalink to this headline">¶</a></h2>
-<p><strong>Importing the platform’s execution function</strong></p>
-<div class="highlight-python"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">multiview_platform.execute</span> <span class="kn">import</span> <span class="n">execute</span>
+<p><strong>Importing the platform’s execution function</strong></p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">multiview_platform.execute</span> <span class="kn">import</span> <span class="n">execute</span>
</pre></div>
</div>
<p><strong>Understanding the config file</strong></p>
<p>The config file that will be used in this example is available <a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml">here</a>, let us decrypt the main arguments :</p>
<ul>
-<li><p class="first">The first part regroups the basics :</p>
+<li><p>The first part regroups the basics :</p>
<blockquote>
<div><ul class="simple">
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">log</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">True</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L4">l4</a>) allows to print the log in the terminal,</li>
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">name</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">"summit_doc"</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L6">l6</a>) uses the plausible simulated dataset,</li>
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">random_state</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">42</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L18">l18</a>) fixes the seed of the random state for this benchmark, it is useful for reproductibility,</li>
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">full</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">True</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L22">l22</a>) means the benchmark will use the full dataset,</li>
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">res_dir</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal string"><span class="pre">"examples/results/example_1/"</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L26">l26</a>) saves the results in <code class="docutils literal"><span class="pre">summit/multiview_platform/examples/results/example_1</span></code></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">log</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">True</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L4">l4</a>) allows to print the log in the terminal,</p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">name</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“summit_doc”</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L6">l6</a>) uses the plausible simulated dataset,</p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">random_state</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">42</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L18">l18</a>) fixes the seed of the random state for this benchmark, it is useful for reproductibility,</p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">full</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">True</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L22">l22</a>) means the benchmark will use the full dataset,</p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">res_dir</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal string"><span class="pre">“examples/results/example_1/”</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L26">l26</a>) saves the results in <code class="docutils literal notranslate"><span class="pre">summit/multiview_platform/examples/results/example_1</span></code></p></li>
</ul>
</div></blockquote>
</li>
-<li><p class="first">Then the classification-related arguments :</p>
+<li><p>Then the classification-related arguments :</p>
<blockquote>
<div><ul>
-<li><p class="first"><code class="code yaml docutils literal"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">0.25</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L35">l35</a>) means that 75% of the dataset will be used to test the different classifiers and 25% to train them,</p>
-</li>
-<li><p class="first"><code class="code yaml docutils literal"><span class="name tag"><span class="pre">type</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">"monoview"</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="literal string"><span class="pre">"multiview"</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L43">l43</a>) allows for monoview and multiview algorithms to be used in the benchmark,</p>
-</li>
-<li><p class="first"><code class="code yaml docutils literal"><span class="name tag"><span class="pre">algos_monoview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">"decision_tree"</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L45">l45</a>) runs a Decision tree on each view,</p>
-</li>
-<li><p class="first"><code class="code yaml docutils literal"><span class="name tag"><span class="pre">algos_multiview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">"weighted_linear_early_fusion"</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="literal string"><span class="pre">"weighted_linear_late_fusion"</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L47">l47</a>) runs a late and an early fusion,</p>
-</li>
-<li><p class="first">The metrics configuration (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L52">l52-55</a>)</p>
-<div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">metrics</span><span class="p">:</span>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">0.25</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L35">l35</a>) means that 75% of the dataset will be used to test the different classifiers and 25% to train them,</p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">type</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“monoview”</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="literal string"><span class="pre">“multiview”</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L43">l43</a>) allows for monoview and multiview algorithms to be used in the benchmark,</p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_monoview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“decision_tree”</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L45">l45</a>) runs a Decision tree on each view,</p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_multiview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“weighted_linear_late_fusion”</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L47">l47</a>) runs a late fusion,</p></li>
+<li><p>The metrics configuration (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L52">l52-55</a>)</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">metrics</span><span class="p">:</span>
<span class="n">accuracy_score</span><span class="p">:{}</span>
<span class="n">f1_score</span><span class="p">:</span>
<span class="n">average</span><span class="p">:</span><span class="s2">"micro"</span>
@@ -206,14 +188,14 @@
</ul>
<p><strong>Start the benchmark</strong></p>
<p>During the whole benchmark, the log file will be printed in the terminal. To start the benchmark, run :</p>
-<div class="highlight-python"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">execute</span><span class="p">(</span><span class="s1">'example 1'</span><span class="p">)</span>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">execute</span><span class="p">(</span><span class="s1">'example 1'</span><span class="p">)</span>
</pre></div>
</div>
<p>The execution should take less than one minute. We will first analyze the results and parse through the information the platform outputs.</p>
<p><strong>Understanding the results</strong></p>
<p>The result structure can be startling at first, but, as the platform provides a lot of information, it has to be organized.</p>
-<p>The results are stored in <a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/results/example_1/">a directory</a>. Here, you will find a directory with the name of the database used for the benchmark, here : <code class="docutils literal"><span class="pre">summit_doc/</span></code></p>
-<p>Finally, a directory with the date and time of the beginning of the experiment. Let’s say you started the benchmark on the 25th of December 1560, at 03:42 PM, the directory’s name should be <code class="docutils literal"><span class="pre">started_1560_12_25-15_42/</span></code>.</p>
+<p>The results are stored in <a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/results/example_1/">a directory</a>. Here, you will find a directory with the name of the database used for the benchmark, here : <code class="docutils literal notranslate"><span class="pre">summit_doc/</span></code></p>
+<p>Finally, a directory with the date and time of the beginning of the experiment. Let’s say you started the benchmark on the 25th of December 1560, at 03:42 PM, the directory’s name should be <code class="docutils literal notranslate"><span class="pre">started_1560_12_25-15_42/</span></code>.</p>
<p>From here the result directory has the structure that follows :</p>
<html>
<head>
@@ -340,9 +322,6 @@
<li><span class='caret'>folds</span>
<ul class='nested'><li><span class='file_img'>test_labels_fold_0.csv</span></li>
<li><span class='file_img'>test_labels_fold_1.csv</span></li></ul></li>
-<li><span class='caret'>weighted_linear_early_fusion</span>
-<ul class='nested'><li><span class='file_img'>weighted_linear_early_fusion-doc_summit-confusion_matrix.csv</span></li>
-<li><span class='file_img'>weighted_linear_early_fusion-doc_summit-summary.txt</span></li></ul></li>
<li><span class='caret'>weighted_linear_late_fusion</span>
<ul class='nested'><li><span class='file_img'>weighted_linear_late_fusion-doc_summit-confusion_matrix.csv</span></li>
<li><span class='file_img'>weighted_linear_late_fusion-doc_summit-summary.txt</span></li></ul></li>
@@ -383,10 +362,10 @@ for (i = 0; i < toggler.length; i++) {
</body>
</html><p>The structure may seem complex, but it provides a lot of information, from the most general to the most precise.</p>
-<p>Let’s comment each file :</p>
+<p>Let’s comment each file :</p>
<div class="section" id="accuracy-score-html-accuracy-score-png-and-accuracy-score-csv">
-<h3><code class="docutils literal"><span class="pre">*-accuracy_score*.html</span></code>, <code class="docutils literal"><span class="pre">*-accuracy_score*.png</span></code> and <code class="docutils literal"><span class="pre">*-accuracy_score*.csv</span></code><a class="headerlink" href="#accuracy-score-html-accuracy-score-png-and-accuracy-score-csv" title="Permalink to this headline">¶</a></h3>
-<p>These files contain the scores of each classifier for the accuracy metric, ordered with the worst ones on the left and the best ones on the right, as an interactive html page, an image or a csv matrix. The star after <code class="docutils literal"><span class="pre">accuracy_score*</span></code> means that it was the principal metric (the usefulness of the principal metric will be explained later).
+<h3><code class="docutils literal notranslate"><span class="pre">*-accuracy_score*.html</span></code>, <code class="docutils literal notranslate"><span class="pre">*-accuracy_score*.png</span></code> and <code class="docutils literal notranslate"><span class="pre">*-accuracy_score*.csv</span></code><a class="headerlink" href="#accuracy-score-html-accuracy-score-png-and-accuracy-score-csv" title="Permalink to this headline">¶</a></h3>
+<p>These files contain the scores of each classifier for the accuracy metric, ordered with the worst ones on the left and the best ones on the right, as an interactive html page, an image or a csv matrix. The star after <code class="docutils literal notranslate"><span class="pre">accuracy_score*</span></code> means that it was the principal metric (the usefulness of the principal metric will be explained later).
The html version is as follows :</p>
<html>
<head><meta charset="utf-8" /></head>
@@ -413,9 +392,9 @@ The html version is as follows :</p>
</div>
</body>
</html><p>This is a bar plot showing the score on the training set (light gray), and testing set (black) for each monoview classifier on each view and or each multiview classifier.</p>
-<p>Here, the generated dataset is build to introduce some complementarity amongst the views. As a consequence, one of the two multiview algorithm has better performance than the monoview ones, but the other does not seem to have the best hyper-parameters. We will see later how to optimize them.</p>
-<p>The <code class="docutils literal"><span class="pre">.csv</span></code> file is a matrix with the score on train stored in the first row and the score on test stored in the second one. Each classifier is presented in a column. It is loadable with pandas.</p>
-<p>A similar graph <code class="docutils literal"><span class="pre">*-accuracy_score*-class.html</span></code>, reports the error of each classifier on each class.</p>
+<p>Here, the generated dataset is build to introduce some complementarity amongst the views. As a consequence, the multiview algorithm has better performance than the monoview ones, but the difference is not that clear, which means that the hyper-parameters are maybe not optimal.</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">.csv</span></code> file is a matrix with the score on train stored in the first row and the score on test stored in the second one. Each classifier is presented in a column. It is loadable with pandas.</p>
+<p>A similar graph <code class="docutils literal notranslate"><span class="pre">*-accuracy_score*-class.html</span></code>, reports the error of each classifier on each class.</p>
<html>
<head><meta charset="utf-8" /></head>
<body>
@@ -440,17 +419,17 @@ The html version is as follows :</p>
</script>
</div>
</body>
-</html><p>Here, for each classifier, 8 bars are plotted, one for each class. It is clear that for the monoview algorithms, in views 2 and 3, the third class is difficult, as showed in the error matrix.</p>
+</html><p>Here, for each classifier, 8 bars are plotted, one for each class. It is clear that for the monoview algorithms, in view 2, the third class is difficult, as showed in the error matrix. However, the results show some difference with the error matrix. This sould be due to a specific train-test split. We will see alter how to avoid this issue.</p>
</div>
<div class="section" id="error-analysis-2d-png-and-error-analysis-2d-html">
-<h3><code class="docutils literal"><span class="pre">*-error_analysis_2D.png</span></code> and <code class="docutils literal"><span class="pre">*-error_analysis_2D.html</span></code><a class="headerlink" href="#error-analysis-2d-png-and-error-analysis-2d-html" title="Permalink to this headline">¶</a></h3>
+<h3><code class="docutils literal notranslate"><span class="pre">*-error_analysis_2D.png</span></code> and <code class="docutils literal notranslate"><span class="pre">*-error_analysis_2D.html</span></code><a class="headerlink" href="#error-analysis-2d-png-and-error-analysis-2d-html" title="Permalink to this headline">¶</a></h3>
<p>In these files, one can visualize the success or failure of each classifier on each example.</p>
-<p>Below, <code class="docutils literal"><span class="pre">*-error_analysis_2D.html</span></code> is displayed.</p>
+<p>Below, <code class="docutils literal notranslate"><span class="pre">*-error_analysis_2D.html</span></code> is displayed.</p>
<p>It is the representation of a matrix, where the rows are the examples, and the columns are the classifiers.</p>
-<p>The examples labelled as <code class="docutils literal"><span class="pre">Mutual_error_*</span></code> are mis-classified by most of the algorithms, the redundant ones are well-classified, and the complementary ones are mixly classified.</p>
+<p>The examples labelled as <code class="docutils literal notranslate"><span class="pre">Mutual_error_*</span></code> are mis-classified by most of the algorithms, the redundant ones are well-classified, and the complementary ones are mixly classified.</p>
<div class="admonition note">
-<p class="first admonition-title">Note</p>
-<p class="last">It is highly recommended to zoom in the html figure to see each row.</p>
+<p class="admonition-title">Note</p>
+<p>It is highly recommended to zoom in the html figure to see each row.</p>
</div>
<html>
<head><meta charset="utf-8" /></head>
@@ -476,18 +455,18 @@ The html version is as follows :</p>
</script>
</div>
</body>
-</html><p>This figure is the html version of the classifiers errors’ visualization. It is interactive, so, by hovering it, the information on
+</html><p>This figure is the html version of the classifiers errors’ visualization. It is interactive, so, by hovering it, the information on
each classifier and example is printed. The classifiers are ordered as follows:</p>
-<p>From left to right : all the monoview classifiers on the first view, all the ones on the second one, ..., then at the far right, the multiview classifiers</p>
-<p>This html image is also available in <code class="docutils literal"><span class="pre">.png</span></code> format, but is then not interactive, so harder to analyze.</p>
+<p>From left to right : all the monoview classifiers on the first view, all the ones on the second one, …, then at the far right, the multiview classifiers</p>
+<p>This html image is also available in <code class="docutils literal notranslate"><span class="pre">.png</span></code> format, but is then not interactive, so harder to analyze.</p>
<p>In terms of information, this is useful to detect possible outlier examples in the dataset and failing classifers.</p>
<p>For example, a mainly black horizontal line for an example means that it has been missclassified by most of the classifiers.
It could mean that the example is incorrectly labeled in the dataset or is very hard to classify.</p>
<p>Symmetrically, a mainly-black column means that a classifier spectacularly failed.</p>
-<p>The data used to generate this matrix is available in <code class="docutils literal"><span class="pre">*-2D_plot_data.csv</span></code></p>
+<p>The data used to generate this matrix is available in <code class="docutils literal notranslate"><span class="pre">*-2D_plot_data.csv</span></code></p>
</div>
<div class="section" id="error-analysis-bar-png-and-error-analysis-bar-html">
-<h3><code class="docutils literal"><span class="pre">*-error_analysis_bar.png</span></code> and <code class="docutils literal"><span class="pre">*-error_analysis_bar.html</span></code><a class="headerlink" href="#error-analysis-bar-png-and-error-analysis-bar-html" title="Permalink to this headline">¶</a></h3>
+<h3><code class="docutils literal notranslate"><span class="pre">*-error_analysis_bar.png</span></code> and <code class="docutils literal notranslate"><span class="pre">*-error_analysis_bar.html</span></code><a class="headerlink" href="#error-analysis-bar-png-and-error-analysis-bar-html" title="Permalink to this headline">¶</a></h3>
<p>This file is a different way to visualize the same information as the two previous ones. Indeed, it is a bar plot, with a bar for each example, counting the ratio of classifiers that failed to classify this particular example.</p>
<html>
<head><meta charset="utf-8" /></head>
@@ -514,82 +493,80 @@ It could mean that the example is incorrectly labeled in the dataset or is very
</div>
</body>
</html><p>All the spikes are the mutual error examples, the complementary ones are the 0.33 bars and the redundant are the empty spaces.</p>
-<p>The data used to generate this graph is available in <code class="docutils literal"><span class="pre">*-bar_plot_data.csv</span></code></p>
+<p>The data used to generate this graph is available in <code class="docutils literal notranslate"><span class="pre">*-bar_plot_data.csv</span></code></p>
</div>
<div class="section" id="config-file-yml">
-<h3><code class="docutils literal"><span class="pre">config_file.yml</span></code><a class="headerlink" href="#config-file-yml" title="Permalink to this headline">¶</a></h3>
+<h3><code class="docutils literal notranslate"><span class="pre">config_file.yml</span></code><a class="headerlink" href="#config-file-yml" title="Permalink to this headline">¶</a></h3>
<p>This is a copy of the configuration file used to run the experiment.</p>
</div>
<div class="section" id="random-state-pickle">
-<h3><code class="docutils literal"><span class="pre">random_state.pickle</span></code><a class="headerlink" href="#random-state-pickle" title="Permalink to this headline">¶</a></h3>
+<h3><code class="docutils literal notranslate"><span class="pre">random_state.pickle</span></code><a class="headerlink" href="#random-state-pickle" title="Permalink to this headline">¶</a></h3>
<p>A save of the numpy random state that was used for the experiment, it is mainly useful if no seed is specified in the config file.</p>
</div>
<div class="section" id="log-log">
-<h3><code class="docutils literal"><span class="pre">1560_12_25-15_42-*-LOG.log</span></code><a class="headerlink" href="#log-log" title="Permalink to this headline">¶</a></h3>
+<h3><code class="docutils literal notranslate"><span class="pre">1560_12_25-15_42-*-LOG.log</span></code><a class="headerlink" href="#log-log" title="Permalink to this headline">¶</a></h3>
<p>The log file</p>
</div>
<div class="section" id="classifier-dependant-files">
<h3>Classifier-dependant files<a class="headerlink" href="#classifier-dependant-files" title="Permalink to this headline">¶</a></h3>
-<p>For each classifier, at least one file is generated, called <code class="docutils literal"><span class="pre">*-summary.txt</span></code>.</p>
-<pre class="literal-block">
-Classification on doc_summit for generated_view_1 with decision_tree.
+<p>For each classifier, at least one file is generated, called <code class="docutils literal notranslate"><span class="pre">*-summary.txt</span></code>.</p>
+<pre class="literal-block">Classification on doc_summit for generated_view_1 with decision_tree.
Database configuration :
- Database name : doc_summit
- View name : generated_view_1 View shape : (296, 3)
- - Learning Rate : 0.75
+ - Learning Rate : 0.6486486486486487
- Labels used : label_1, label_2, label_3, label_4, label_5, label_6, label_7, label_8
- Number of cross validation folds : 2
-Classifier configuration :
- - DecisionTree with max_depth : 3, criterion : gini, splitter : best, random_state : RandomState(MT19937)
- - Executed on 1 core(s)
+Classifier configuration :
+ - DecisionTree with max_depth : 3, criterion : gini, splitter : best, random_state : <mtrand.RandomState object at 0x7f01ddfc24c8>
+ - Executed on 1 core(s)
- For Accuracy score using {}, (higher is better) :
- - Score on train : 0.5765765765765766
- - Score on test : 0.5540540540540541
+ For Accuracy score using {}, (higher is better) :
+ - Score on train : 0.5729166666666666
+ - Score on test : 0.47115384615384615
- For F1 score using average: micro, {} (higher is better) :
- - Score on train : 0.5765765765765766
- - Score on test : 0.5540540540540541
+ For F1 score using average: micro, {} (higher is better) :
+ - Score on train : 0.5729166666666666
+ - Score on test : 0.47115384615384615
-Test set confusion matrix :
+Test set confusion matrix :
╒═════════╤═══════════╤═══════════╤═══════════╤═══════════╤═══════════╤═══════════╤═══════════╤═══════════╕
│ │ label_1 │ label_2 │ label_3 │ label_4 │ label_5 │ label_6 │ label_7 │ label_8 │
╞═════════╪═══════════╪═══════════╪═══════════╪═══════════╪═══════════╪═══════════╪═══════════╪═══════════╡
-│ label_1 │ 5 │ 0 │ 2 │ 0 │ 1 │ 1 │ 0 │ 0 │
+│ label_1 │ 7 │ 0 │ 1 │ 1 │ 1 │ 2 │ 1 │ 0 │
├─────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┤
-│ label_2 │ 1 │ 3 │ 1 │ 0 │ 1 │ 1 │ 1 │ 1 │
+│ label_2 │ 3 │ 4 │ 0 │ 0 │ 1 │ 3 │ 1 │ 1 │
├─────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┤
-│ label_3 │ 0 │ 1 │ 4 │ 2 │ 1 │ 1 │ 0 │ 0 │
+│ label_3 │ 3 │ 2 │ 3 │ 0 │ 2 │ 1 │ 0 │ 2 │
├─────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┤
-│ label_4 │ 2 │ 0 │ 1 │ 5 │ 1 │ 1 │ 0 │ 0 │
+│ label_4 │ 3 │ 0 │ 0 │ 7 │ 1 │ 2 │ 0 │ 0 │
├─────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┤
-│ label_5 │ 0 │ 0 │ 0 │ 1 │ 7 │ 0 │ 0 │ 1 │
+│ label_5 │ 0 │ 0 │ 0 │ 1 │ 10 │ 1 │ 0 │ 1 │
├─────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┤
-│ label_6 │ 0 │ 0 │ 0 │ 1 │ 1 │ 7 │ 0 │ 0 │
+│ label_6 │ 1 │ 1 │ 0 │ 2 │ 1 │ 8 │ 0 │ 0 │
├─────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┤
-│ label_7 │ 1 │ 1 │ 0 │ 0 │ 2 │ 1 │ 4 │ 1 │
+│ label_7 │ 1 │ 2 │ 2 │ 0 │ 4 │ 0 │ 3 │ 1 │
├─────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┼───────────┤
-│ label_8 │ 0 │ 0 │ 2 │ 0 │ 0 │ 0 │ 1 │ 6 │
+│ label_8 │ 1 │ 1 │ 1 │ 0 │ 1 │ 1 │ 1 │ 7 │
╘═════════╧═══════════╧═══════════╧═══════════╧═══════════╧═══════════╧═══════════╧═══════════╧═══════════╛
Classification took 0:00:00
- Classifier Interpretation :
-First featrue :
+ Classifier Interpretation :
+First featrue :
2 <= 8.439512252807617
-Feature importances :
-- Feature index : 0, feature importance : 0.4223852373262582
-- Feature index : 1, feature importance : 0.4039223639779588
-- Feature index : 2, feature importance : 0.17369239869578307
-
+Feature importances :
+- Feature index : 0, feature importance : 0.42752552366689905
+- Feature index : 1, feature importance : 0.4031352121725926
+- Feature index : 2, feature importance : 0.1693392641605082
</pre>
-<p>This regroups the useful information on the classifier’s configuration and it’s performance. An interpretation section is available for classifiers that present some interpretation-related information (as feature importance).</p>
+<p>This regroups the useful information on the classifier’s configuration and it’s performance. An interpretation section is available for classifiers that present some interpretation-related information (as feature importance).</p>
</div>
</div>
</div>
@@ -600,18 +577,18 @@ Feature importances :
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">Example 1 : First big step with SuMMIT</a><ul>
<li><a class="reference internal" href="#introduction-to-this-tutorial">Introduction to this tutorial</a></li>
<li><a class="reference internal" href="#a-generated-dataset-to-rule-them-all">A generated dataset to rule them all</a></li>
<li><a class="reference internal" href="#getting-started">Getting started</a><ul>
-<li><a class="reference internal" href="#accuracy-score-html-accuracy-score-png-and-accuracy-score-csv"><code class="docutils literal"><span class="pre">*-accuracy_score*.html</span></code>, <code class="docutils literal"><span class="pre">*-accuracy_score*.png</span></code> and <code class="docutils literal"><span class="pre">*-accuracy_score*.csv</span></code></a></li>
-<li><a class="reference internal" href="#error-analysis-2d-png-and-error-analysis-2d-html"><code class="docutils literal"><span class="pre">*-error_analysis_2D.png</span></code> and <code class="docutils literal"><span class="pre">*-error_analysis_2D.html</span></code></a></li>
-<li><a class="reference internal" href="#error-analysis-bar-png-and-error-analysis-bar-html"><code class="docutils literal"><span class="pre">*-error_analysis_bar.png</span></code> and <code class="docutils literal"><span class="pre">*-error_analysis_bar.html</span></code></a></li>
-<li><a class="reference internal" href="#config-file-yml"><code class="docutils literal"><span class="pre">config_file.yml</span></code></a></li>
-<li><a class="reference internal" href="#random-state-pickle"><code class="docutils literal"><span class="pre">random_state.pickle</span></code></a></li>
-<li><a class="reference internal" href="#log-log"><code class="docutils literal"><span class="pre">1560_12_25-15_42-*-LOG.log</span></code></a></li>
+<li><a class="reference internal" href="#accuracy-score-html-accuracy-score-png-and-accuracy-score-csv"><code class="docutils literal notranslate"><span class="pre">*-accuracy_score*.html</span></code>, <code class="docutils literal notranslate"><span class="pre">*-accuracy_score*.png</span></code> and <code class="docutils literal notranslate"><span class="pre">*-accuracy_score*.csv</span></code></a></li>
+<li><a class="reference internal" href="#error-analysis-2d-png-and-error-analysis-2d-html"><code class="docutils literal notranslate"><span class="pre">*-error_analysis_2D.png</span></code> and <code class="docutils literal notranslate"><span class="pre">*-error_analysis_2D.html</span></code></a></li>
+<li><a class="reference internal" href="#error-analysis-bar-png-and-error-analysis-bar-html"><code class="docutils literal notranslate"><span class="pre">*-error_analysis_bar.png</span></code> and <code class="docutils literal notranslate"><span class="pre">*-error_analysis_bar.html</span></code></a></li>
+<li><a class="reference internal" href="#config-file-yml"><code class="docutils literal notranslate"><span class="pre">config_file.yml</span></code></a></li>
+<li><a class="reference internal" href="#random-state-pickle"><code class="docutils literal notranslate"><span class="pre">random_state.pickle</span></code></a></li>
+<li><a class="reference internal" href="#log-log"><code class="docutils literal notranslate"><span class="pre">1560_12_25-15_42-*-LOG.log</span></code></a></li>
<li><a class="reference internal" href="#classifier-dependant-files">Classifier-dependant files</a></li>
</ul>
</li>
@@ -628,20 +605,20 @@ Feature importances :
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/tutorials/example1.txt"
+ <li><a href="../_sources/tutorials/example1.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
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+ </div>
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-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -661,13 +638,13 @@ Feature importances :
<li class="right" >
<a href="example0.html" title="Example 0 : Getting started with SuMMIT on digits"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="index.html" >SuMMIT Tutorials</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/tutorials/example2.html b/docs/build/tutorials/example2.html
index 694ba900092396391678dee68889197c966a71fb..5636698a2d5e01c5dfbee1dd9a479522f88f7776 100644
--- a/docs/build/tutorials/example2.html
+++ b/docs/build/tutorials/example2.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Example 2 : Understanding the hyper-parameter optimization — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Example 2 : Understanding the hyper-parameter optimization — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="SuMMIT Tutorials" href="index.html" />
<link rel="next" title="Example 3 : Understanding the statistical iterations" href="example3.html" />
<link rel="prev" title="Example 1 : First big step with SuMMIT" href="example1.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="example1.html" title="Example 1 : First big step with SuMMIT"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="index.html" accesskey="U">SuMMIT Tutorials</a> »</li>
</ul>
</div>
@@ -61,13 +50,13 @@
<p>If you are not familiar with hyper-parameter optimization, see <a class="reference external" href="http://baptiste.bauvin.pages.lis-lab.fr/summit/tutorials/hps_theory.html">Hyper-parameters 101</a></p>
<div class="section" id="hands-on-experience">
<h2>Hands-on experience<a class="headerlink" href="#hands-on-experience" title="Permalink to this headline">¶</a></h2>
-<p>In order to understand the process and it’s usefulness, let’s run some configurations and analyze the results.</p>
+<p>In order to understand the process and it’s usefulness, let’s run some configurations and analyze the results.</p>
<p>This example will focus only on some lines of the configuration file :</p>
<ul class="simple">
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the ratio between the testing set and the training set,</li>
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">hps_type</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the type of hyper-parameter search,</li>
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">hps_args</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the parameters of the hyper-parameters search method,</li>
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">nb_folds</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number of folds in the cross-validation process.</li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the ratio between the testing set and the training set,</p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">hps_type</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the type of hyper-parameter search,</p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">hps_args</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the parameters of the hyper-parameters search method,</p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">nb_folds</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number of folds in the cross-validation process.</p></li>
</ul>
<div class="section" id="example-2-1-no-hyper-parameter-optimization-impact-of-split-size">
<h3>Example 2.1 : No hyper-parameter optimization, impact of split size<a class="headerlink" href="#example-2-1-no-hyper-parameter-optimization-impact-of-split-size" title="Permalink to this headline">¶</a></h3>
@@ -76,31 +65,31 @@
and the multivew classifier is a late fusion majority vote.</p>
<p>In order to use only a subset of the available classifiers, three lines in the configuration file are useful :</p>
<ul class="simple">
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">type</span></span><span class="punctuation"><span class="pre">:</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_1.yml#L45">l45</a>) in which one has to specify which type of algorithms are needed, here we used <code class="docutils literal"><span class="pre">type:</span> <span class="pre">["monoview","multiview"]</span></code>,</li>
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">algos_monoview</span></span><span class="punctuation"><span class="pre">:</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_1.yml#L45">l47</a>) in which one specifies the names of the monoview algorithms to run, here we used : <code class="code yaml docutils literal"><span class="name tag"><span class="pre">algos_monoview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">"decision_tree"</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="literal string"><span class="pre">"adaboost"</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="punctuation indicator"><span class="pre">]</span></span></code></li>
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">algos_multiview</span></span><span class="punctuation"><span class="pre">:</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_1.yml#L45">l49</a>) is the same but with multiview algorithms, here we used : <code class="code yaml docutils literal"><span class="name tag"><span class="pre">algos_multiview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">"majority_voting_fusion"</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="punctuation indicator"><span class="pre">]</span></span></code></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">type</span></span><span class="punctuation"><span class="pre">:</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_1.yml#L45">l45</a>) in which one has to specify which type of algorithms are needed, here we used <code class="docutils literal notranslate"><span class="pre">type:</span> <span class="pre">["monoview","multiview"]</span></code>,</p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_monoview</span></span><span class="punctuation"><span class="pre">:</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_1.yml#L45">l47</a>) in which one specifies the names of the monoview algorithms to run, here we used : <code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_monoview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“decision_tree”</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="literal string"><span class="pre">“adaboost”</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="punctuation indicator"><span class="pre">]</span></span></code></p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_multiview</span></span><span class="punctuation"><span class="pre">:</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_1.yml#L45">l49</a>) is the same but with multiview algorithms, here we used : <code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_multiview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“weighted_linear_late_fusion”</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="punctuation indicator"><span class="pre">]</span></span></code></p></li>
</ul>
<div class="admonition note">
-<p class="first admonition-title">Note</p>
-<p class="last">For the platform to understand the names, the user has to give the <strong>name of the python module</strong> in which the classifier is implemented in the platform.</p>
+<p class="admonition-title">Note</p>
+<p>For the platform to understand the names, the user has to give the <strong>name of the python module</strong> in which the classifier is implemented in the platform.</p>
</div>
-<p>In the config file, the default values for Adaboost’s hyper-parameters are :</p>
-<div class="highlight-yaml"><div class="highlight"><pre><span></span><span class="nt">adaboost</span><span class="p">:</span>
+<p>In the config file, the default values for Adaboost’s hyper-parameters are :</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">adaboost</span><span class="p">:</span>
<span class="nt">n_estimators</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">50</span>
<span class="nt">base_estimator</span><span class="p">:</span> <span class="s">"DecisionTreeClassifier"</span>
</pre></div>
</div>
-<p>(see <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html#sklearn.ensemble.AdaBoostClassifier">adaboost’s sklearn’s page</a> for more information)</p>
+<p>(see <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html#sklearn.ensemble.AdaBoostClassifier">adaboost’s sklearn’s page</a> for more information)</p>
<p>For the decision tree :</p>
-<div class="highlight-yaml"><div class="highlight"><pre><span></span><span class="nt">decision_tree</span><span class="p">:</span>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">decision_tree</span><span class="p">:</span>
<span class="nt">max_depth</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">3</span>
<span class="nt">criterion</span><span class="p">:</span> <span class="s">"gini"</span>
<span class="nt">splitter</span><span class="p">:</span> <span class="s">"best"</span>
</pre></div>
</div>
-<p>(<a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html">sklearn’s decision tree</a>)</p>
-<p>And for the late fusion majority vote :</p>
-<div class="highlight-yaml"><div class="highlight"><pre><span></span><span class="nt">majority_voting_fusion</span><span class="p">:</span>
+<p>(<a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html">sklearn’s decision tree</a>)</p>
+<p>And for the late fusion :</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">weighted_linear_late_fusion</span><span class="p">:</span>
<span class="nt">classifier_names</span><span class="p">:</span> <span class="p p-Indicator">[</span><span class="s">"decision_tree"</span><span class="p p-Indicator">,</span> <span class="p p-Indicator">]</span>
<span class="nt">classifier_configs</span><span class="p">:</span>
<span class="nt">decision_tree</span><span class="p">:</span>
@@ -114,14 +103,14 @@ and the multivew classifier is a late fusion majority vote.</p>
<h4>Learning on a few examples<a class="headerlink" href="#learning-on-a-few-examples" title="Permalink to this headline">¶</a></h4>
<p>This example focuses on one line of the config file :</p>
<ul class="simple">
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">0.80`(:base_source:`l37</span> <span class="pre"><multiview_platform/examples/config_files/config_example_2_1_1.yml#L37></span></span></code>).</li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">0.80</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_1.yml#L37">l37</a>).</p></li>
</ul>
<p>To run the first part of this example, run :</p>
-<div class="highlight-python"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">multiview_platform.execute</span> <span class="kn">import</span> <span class="n">execute</span>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">multiview_platform.execute</span> <span class="kn">import</span> <span class="n">execute</span>
<span class="gp">>>> </span><span class="n">execute</span><span class="p">(</span><span class="s2">"example 2.1.1"</span><span class="p">)</span>
</pre></div>
</div>
-<p>The results for accuracy metric are stored in <code class="docutils literal"><span class="pre">multiview_platform/examples/results/example_2_1_1/doc_summit/</span></code></p>
+<p>The results for accuracy metric are stored in <code class="docutils literal notranslate"><span class="pre">multiview_platform/examples/results/example_2_1_1/doc_summit/</span></code></p>
<html>
<head><meta charset="utf-8" /></head>
<body>
@@ -151,11 +140,11 @@ and the multivew classifier is a late fusion majority vote.</p>
<div class="section" id="id1">
<h4>Learning on more examples<a class="headerlink" href="#id1" title="Permalink to this headline">¶</a></h4>
<p>Now, if you run :</p>
-<div class="highlight-python"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">multiview_platform.execute</span> <span class="kn">import</span> <span class="n">execute</span>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">multiview_platform.execute</span> <span class="kn">import</span> <span class="n">execute</span>
<span class="gp">>>> </span><span class="n">execute</span><span class="p">(</span><span class="s2">"example 2.1.2"</span><span class="p">)</span>
</pre></div>
</div>
-<p>You should obtain these scores in <code class="docutils literal"><span class="pre">multiview_platform/examples/results/example_2_1/doc_summit/</span></code> :</p>
+<p>You should obtain these scores in <code class="docutils literal notranslate"><span class="pre">multiview_platform/examples/results/example_2_1_2/doc_summit/</span></code> :</p>
<html>
<head><meta charset="utf-8" /></head>
<body>
@@ -180,40 +169,40 @@ and the multivew classifier is a late fusion majority vote.</p>
</script>
</div>
</body>
-</html><p>Here we learned on 80% of the dataset and tested on 20%, so the line in the <a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_2.yml#L37">config file</a> has become <code class="code yaml docutils literal"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">0.2</span></span></code>.</p>
+</html><p>Here we learned on 80% of the dataset and tested on 20%, so the line in the <a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_2.yml#L37">config file</a> has become <code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">0.2</span></span></code>.</p>
<p>The difference between these two examples is noticeable as even if, while learning on more examples, the performance of the decision trees and the late fusion improved, the performance of Adaboost did not improve as it was already over-fitting on the small train set.</p>
</div>
<div class="section" id="conclusion">
<h4>Conclusion<a class="headerlink" href="#conclusion" title="Permalink to this headline">¶</a></h4>
<p>The split ratio has two consequences :</p>
<ul class="simple">
-<li>Increasing the test set size decreases the information available in the train set size so either it helps to avoid overfitting (Adaboost) or it can hide useful information to the classifier and therefor decrease its performance (decision tree),</li>
-<li>The second consequence is that increasing train size will increase the benchmark duration as the classifiers will have to learn on more examples, this duration modification is higher if the dataset has high dimensionality and if the algorithms are complex.</li>
+<li><p>Increasing the test set size decreases the information available in the train set size so either it helps to avoid overfitting (Adaboost) or it can hide useful information to the classifier and therefor decrease its performance (decision tree),</p></li>
+<li><p>The second consequence is that increasing train size will increase the benchmark duration as the classifiers will have to learn on more examples, this duration modification is higher if the dataset has high dimensionality and if the algorithms are complex.</p></li>
</ul>
</div>
</div>
<div class="section" id="example-2-2-usage-of-randomized-hyper-parameter-optimization">
<h3>Example 2.2 : Usage of randomized hyper-parameter optimization :<a class="headerlink" href="#example-2-2-usage-of-randomized-hyper-parameter-optimization" title="Permalink to this headline">¶</a></h3>
-<p>In the previous example, we have seen that the split ratio has an impact on the train duration and performance of the algorithms, but the most time-consuming task is optimizing their hyper parameters.</p>
+<p>In the previous example, we have seen that the split ratio has an impact on the train duration and performance of the algorithms, but the most impacting option of SuMMIT on these two factors is optimizing the algorithms hyper parameters.</p>
<p>For all the previous examples, the platform used the hyper-parameters values given in the config file.
This is only useful if one knows the optimal combination of hyper-parameter for the given task.</p>
<p>However, most of the time, they are unknown to the user, and then have to be optimized by the platform.</p>
<p>In this example, we will use a randomized search, one of the two hyper-parameter optimization methods implemented in SuMMIT.</p>
<p>To do so we will go through five lines of the config file :</p>
<ul class="simple">
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">hps_type</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the type of hyper-parameter search,</li>
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">n_iter</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number of random draws during the hyper-parameter search,</li>
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">equivalent_draws</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number fo draws for multiview algorithms,</li>
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">nb_folds</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number of folds in the cross-validation process,</li>
-<li><code class="code yaml docutils literal"><span class="name tag"><span class="pre">metric_princ</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling which metric will be used in the cross-validation.</li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">hps_type</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the type of hyper-parameter search,</p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">n_iter</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number of random draws during the hyper-parameter search,</p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">equivalent_draws</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number fo draws for multiview algorithms,</p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">nb_folds</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number of folds in the cross-validation process,</p></li>
+<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">metric_princ</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling which metric will be used in the cross-validation.</p></li>
</ul>
<p>So if you run SuMMIT with :</p>
-<div class="highlight-python"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">multiview_platform.execute</span> <span class="kn">import</span> <span class="n">execute</span>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">multiview_platform.execute</span> <span class="kn">import</span> <span class="n">execute</span>
<span class="gp">>>> </span><span class="n">execute</span><span class="p">(</span><span class="s2">"example 2.2"</span><span class="p">)</span>
</pre></div>
</div>
<p>you run SuMMIT with this combination of arguments (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1.yml#L54">l54-65</a>) :</p>
-<div class="highlight-yaml"><div class="highlight"><pre><span></span><span class="nt">metric_princ</span><span class="p">:</span> <span class="s">'accuracy_score'</span>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">metric_princ</span><span class="p">:</span> <span class="s">'accuracy_score'</span>
<span class="nt">nb_folds</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">5</span>
<span class="nt">hps_type</span><span class="p">:</span> <span class="s">'Random'</span>
<span class="nt">hps_args</span><span class="p">:</span>
@@ -221,10 +210,10 @@ This is only useful if one knows the optimal combination of hyper-parameter for
<span class="nt">equivalent_draws</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">True</span>
</pre></div>
</div>
-<p>This means that SuMMIT will use a modded multiview-compatible version of sklearn’s <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html">RandomisedSearchCV</a> with 5 draws and 5 folds of cross validation to optimize the hyper-parameters, according to the accuracy.</p>
-<p>Moreover, the <code class="code yaml docutils literal"><span class="name tag"><span class="pre">equivalent_draws</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">True</span></span></code> argument means that the multiview classifiers will be granted <code class="docutils literal"><span class="pre">n_iter</span></code> x <code class="docutils literal"><span class="pre">n_views</span></code> draws so, here <img class="math" src="../_images/math/56700ea6c417942e90c154cbe0acd6fb0776a057.png" alt="5 \times 4 = 20"/> draws, to compensate the fact that they have a much more complex problem to solve.</p>
-<p>The computing time of this run should be longer than the previous examples (approximately 10 mins). While SuMMIT computes, let’s see the pseudo code of the benchmark, while using the hyper-parameter optimization:</p>
-<div class="highlight-default"><div class="highlight"><pre><span></span>for each monoview classifier:
+<p>This means that SuMMIT will use a modded multiview-compatible version of sklearn’s <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html">RandomisedSearchCV</a> with 5 draws and 5 folds of cross validation to optimize the hyper-parameters, according to the accuracy.</p>
+<p>Moreover, the <code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">equivalent_draws</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">True</span></span></code> argument means that the multiview classifiers will be granted <code class="docutils literal notranslate"><span class="pre">n_iter</span></code> x <code class="docutils literal notranslate"><span class="pre">n_views</span></code> draws so, here 5 x 4 = 20 draws, to compensate the fact that they have a much more complex problem to solve.</p>
+<p>The computing time of this run should be longer than the previous examples (approximately 3 mins). While SuMMIT computes, let’s see the pseudo code of the benchmark, while using the hyper-parameter optimization:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>for each monoview classifier:
for each view:
┌
|for each draw (here 5):
@@ -249,12 +238,12 @@ for each multiview classifier:
<p>The instructions inside the brackets are the one that the hyper-parameter
optimization adds.</p>
<div class="admonition note">
-<p class="first admonition-title">Note</p>
-<p class="last">As the randomized search has independent steps, it profits a lot from multi-threading, however, it is not available at the moment, but is one of our priorities.</p>
+<p class="admonition-title">Note</p>
+<p>As the randomized search has independent steps, it profits a lot from multi-threading, however, it is not available at the moment, but is one of our priorities.</p>
</div>
<div class="section" id="the-results">
<h4>The results<a class="headerlink" href="#the-results" title="Permalink to this headline">¶</a></h4>
-<p>Here, we used <code class="code yaml docutils literal"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">0.8</span></span></code> and the results are far better than <a class="reference external" href="http://baptiste.bauvin.pages.lis-lab.fr/summit/tutorials/example2.html#learning-on-more-examples">earlier</a>, as the classifiers are able to fit the task (the multiview classifier improved its accuracy from 0.46 in Example 2.1.1 to 0.59).</p>
+<p>Here, we used <code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">0.8</span></span></code> and the results are far better than <a class="reference external" href="http://baptiste.bauvin.pages.lis-lab.fr/summit/tutorials/example2.html#learning-on-more-examples">earlier</a>, as the classifiers are able to fit the task (the multiview classifier improved its accuracy from 0.46 in Example 2.1.1 to 0.59).</p>
<html>
<head><meta charset="utf-8" /></head>
<body>
@@ -279,20 +268,20 @@ optimization adds.</p>
</script>
</div>
</body>
-</html><p>The choice made here is to allow a different amount of draws for mono and multiview classifiers. However, allowing the same number of draws to both is also available by setting <code class="code yaml docutils literal"><span class="name tag"><span class="pre">equivalent_draws</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">False</span></span></code>.</p>
+</html><p>The choice made here is to allow a different amount of draws for mono and multiview classifiers. However, allowing the same number of draws to both is also available by setting <code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">equivalent_draws</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">False</span></span></code>.</p>
<div class="admonition note">
-<p class="first admonition-title">Note</p>
-<p class="last">The mutliview algorithm used here is late fusion, which means it learns a monoview classifier on each view and then build a naive majority vote. In terms of hyper parameters, the late fusion classifier has to choose one monoview classifier and its HP <strong>for each view</strong>. This is why the <code class="code yaml docutils literal"><span class="name tag"><span class="pre">equivalent_draws</span></span><span class="punctuation"><span class="pre">:</span></span></code> parameter is implemented, as with only 5 draws, the late fusion classifier is not able to remotely cover its hyper-parameter space, while the monoview algorithms have a much easier problem to solve.</p>
+<p class="admonition-title">Note</p>
+<p>The mutliview algorithm used here is late fusion, which means it learns a monoview classifier on each view and then build a naive majority vote. In terms of hyper parameters, the late fusion classifier has to choose one monoview classifier and its hyper-parameter <strong>for each view</strong>. This is why the <code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">equivalent_draws</span></span><span class="punctuation"><span class="pre">:</span></span></code> parameter is implemented, as with only 5 draws, the late fusion classifier is not able to remotely cover its hyper-parameter space, while the monoview algorithms have a much easier problem to solve.</p>
</div>
</div>
<div class="section" id="id2">
<h4>Conclusion<a class="headerlink" href="#id2" title="Permalink to this headline">¶</a></h4>
-<p>Even if it adds a lot of computing, for most of the tasks, using the <a href="#id3"><span class="problematic" id="id4">|HPO|</span></a> is a necessity to be able to get the most of each classifier in terms of performance.</p>
-<p>The <a href="#id5"><span class="problematic" id="id6">|HPO|</span></a> is a matter of trade-off between classifier performance and computational demand.
+<p>Even if it adds a lot of computing, for most of the tasks, using the hyper-parameters optimization is a necessity to be able to get the most of each classifier in terms of performance.</p>
+<p>The hyper-parameters optimization is a matter of trade-off between classifier performance and computational demand.
For most algorithms the more draws you allow, the closer to ideal the outputted
hyper-parameter set one will be, however, many draws mean much longer computational time.</p>
<p>Similarly, the number of folds has a great importance in estimating the
-performance of a specific HP set, but more folds take also more time, as one has to train more times and on bigger parts of the dataset.</p>
+performance of a specific hyper-parameter set, but more folds take also more time, as one has to train more times and on bigger parts of the dataset.</p>
<p>The figure below represents the duration of the execution on a personal computer
with different fold/draws settings :</p>
<html>
@@ -320,19 +309,19 @@ with different fold/draws settings :</p>
</div>
</body>
</html><div class="admonition note">
-<p class="first admonition-title">Note</p>
-<p class="last">The durations are for reference only as they highly depend on hardware.</p>
+<p class="admonition-title">Note</p>
+<p>The durations are for reference only as they highly depend on hardware.</p>
</div>
</div>
</div>
-<div class="section" id="example-2-3-usage-of-grid-search-v">
-<h3>Example 2.3 : Usage of grid search :v<a class="headerlink" href="#example-2-3-usage-of-grid-search-v" title="Permalink to this headline">¶</a></h3>
+<div class="section" id="example-2-3-usage-of-grid-search">
+<h3>Example 2.3 : Usage of grid search :<a class="headerlink" href="#example-2-3-usage-of-grid-search" title="Permalink to this headline">¶</a></h3>
<p>In SuMMIT, it is possible to use a grid search if one has several possible
hyper-parameter values in mind to test.</p>
<p>In order to set up the grid search we have to provide the
-arguments names and values to test in in the <code class="code yaml docutils literal"><span class="name tag"><span class="pre">hps_args</span></span><span class="punctuation"><span class="pre">:</span></span></code> argument. If we want to try
-several depths for a decision tree, and several <code class="code yaml docutils literal"><span class="literal scalar plain"><span class="pre">n_estimators</span></span></code> values for Adaboost,</p>
-<div class="highlight-yaml"><div class="highlight"><pre><span></span><span class="nt">hps_type</span><span class="p">:</span> <span class="s">"Grid"</span>
+arguments names and values to test in in the <code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">hps_args</span></span><span class="punctuation"><span class="pre">:</span></span></code> argument. If we want to try
+several depths for a decision tree, and several <code class="code yaml docutils literal notranslate"><span class="literal scalar plain"><span class="pre">n_estimators</span></span></code> values for Adaboost,</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">hps_type</span><span class="p">:</span> <span class="s">"Grid"</span>
<span class="nt">hps_args</span><span class="p">:</span>
<span class="nt">decision_tree</span><span class="p">:</span>
<span class="nt">max_depth</span><span class="p">:</span> <span class="p p-Indicator">[</span><span class="nv">1</span><span class="p p-Indicator">,</span><span class="nv">2</span><span class="p p-Indicator">,</span><span class="nv">3</span><span class="p p-Indicator">,</span><span class="nv">4</span><span class="p p-Indicator">,</span><span class="nv">5</span><span class="p p-Indicator">]</span>
@@ -341,7 +330,7 @@ several depths for a decision tree, and several <code class="code yaml docutils
</pre></div>
</div>
<p>Moreover, for the multiview algorithms, we would like to try two configurations for the late fusion classifier :</p>
-<div class="highlight-yaml"><div class="highlight"><pre><span></span><span class="nt">weighted_linear_late_fusion</span><span class="p">:</span>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">weighted_linear_late_fusion</span><span class="p">:</span>
<span class="nt">classifiers_names</span><span class="p">:</span>
<span class="p p-Indicator">-</span> <span class="p p-Indicator">[</span><span class="s">"decision_tree"</span><span class="p p-Indicator">,</span> <span class="s">"decision_tree"</span><span class="p p-Indicator">,</span> <span class="s">"decision_tree"</span><span class="p p-Indicator">,</span> <span class="s">"decision_tree"</span><span class="p p-Indicator">]</span>
<span class="p p-Indicator">-</span> <span class="p p-Indicator">[</span><span class="s">"adaboost"</span><span class="p p-Indicator">,</span> <span class="s">"adaboost"</span><span class="p p-Indicator">,</span> <span class="s">"adaboost"</span><span class="p p-Indicator">,</span> <span class="s">"adaboost"</span><span class="p p-Indicator">,]</span>
@@ -353,13 +342,13 @@ several depths for a decision tree, and several <code class="code yaml docutils
<span class="nt">n_estimators</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">10</span>
</pre></div>
</div>
-<p>This will try to run the late fusion classifier with either</p>
+<p>This will run the late fusion classifier with either</p>
<ul class="simple">
-<li>one decision tree per view, with a maximum depth of 3,</li>
-<li>one Adaboost per view with 10 base estimators.</li>
+<li><p>one decision tree per view, with a maximum depth of 3,</p></li>
+<li><p>one Adaboost per view with 10 base estimators.</p></li>
</ul>
<p>To run a grid search with this configuration, run :</p>
-<div class="highlight-python"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">multiview_platform.execute</span> <span class="kn">import</span> <span class="n">execute</span>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">multiview_platform.execute</span> <span class="kn">import</span> <span class="n">execute</span>
<span class="gp">>>> </span><span class="n">execute</span><span class="p">(</span><span class="s2">"example 2.3"</span><span class="p">)</span>
</pre></div>
</div>
@@ -372,9 +361,8 @@ classifier, providing each set of parameters and its cross-validation score,
to be able to extract the relevant parameters for a future benchmark on the
same dataset.</p>
<p>For most of the algorithms, it is possible to paste the report in the config fie,
-for example for the decision tree on the first view the <code class="docutils literal"><span class="pre">*-hps_report.txt</span></code> file generated by the randomized search of <a class="reference external" href="http://baptiste.bauvin.pages.lis-lab.fr/summit/tutorials/example2.html#example-2-2-usage-of-randomized-hyper-parameter-optimization">example 2.2</a> looks like :</p>
+for example for the decision tree on the first view the <code class="docutils literal notranslate"><span class="pre">*-hps_report.txt</span></code> file generated by the randomized search of <a class="reference external" href="http://baptiste.bauvin.pages.lis-lab.fr/summit/tutorials/example2.html#example-2-2-usage-of-randomized-hyper-parameter-optimization">example 2.2</a> looks like :</p>
<pre class="literal-block">
-
criterion: gini
max_depth: 202
splitter: random
@@ -399,16 +387,15 @@ criterion: entropy
max_depth: 182
splitter: best
- 0.20454545454545453
-</pre>
+ 0.20454545454545453</pre>
<p>Meaning that the cross validation score of the decision tree on the first view when using the following hyper-parameters is 0.2879.</p>
-<div class="highlight-yaml"><div class="highlight"><pre><span></span><span class="nt">criterion</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">gini</span>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">criterion</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">gini</span>
<span class="nt">max_depth</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">202</span>
<span class="nt">splitter</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">random</span>
</pre></div>
</div>
<p>So to run a decision tree with these exact parameters, one just has to follow the method of <a class="reference external" href="http://baptiste.bauvin.pages.lis-lab.fr/summit/tutorials/example2.html#example-2-1-no-hyper-parameter-optimization-impact-of-split-size">example 2.1</a> and run SuMMIT with the following hyper-parameter configuration :</p>
-<div class="highlight-yaml"><div class="highlight"><pre><span></span><span class="nt">hps_type</span><span class="p">:</span> <span class="s">"None"</span>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">hps_type</span><span class="p">:</span> <span class="s">"None"</span>
<span class="nt">hps_args</span><span class="p">:</span> <span class="p p-Indicator">{}</span>
<span class="nt">decision_tree</span><span class="p">:</span>
<span class="nt">criterion</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">gini</span>
@@ -426,7 +413,7 @@ splitter: best
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">Example 2 : Understanding the hyper-parameter optimization</a><ul>
<li><a class="reference internal" href="#hands-on-experience">Hands-on experience</a><ul>
@@ -441,7 +428,7 @@ splitter: best
<li><a class="reference internal" href="#id2">Conclusion</a></li>
</ul>
</li>
-<li><a class="reference internal" href="#example-2-3-usage-of-grid-search-v">Example 2.3 : Usage of grid search :v</a></li>
+<li><a class="reference internal" href="#example-2-3-usage-of-grid-search">Example 2.3 : Usage of grid search :</a></li>
<li><a class="reference internal" href="#hyper-parameter-report">Hyper-parameter report</a></li>
</ul>
</li>
@@ -458,20 +445,20 @@ splitter: best
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/tutorials/example2.txt"
+ <li><a href="../_sources/tutorials/example2.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -491,13 +478,13 @@ splitter: best
<li class="right" >
<a href="example1.html" title="Example 1 : First big step with SuMMIT"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="index.html" >SuMMIT Tutorials</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/tutorials/index.html b/docs/build/tutorials/index.html
index ef22adc5b0abf9bac1ad60b4627789950da8b864..aeacef1140c223b635916168b27714555134a64a 100644
--- a/docs/build/tutorials/index.html
+++ b/docs/build/tutorials/index.html
@@ -1,35 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>SuMMIT Tutorials — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>SuMMIT Tutorials — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
<link rel="next" title="Install SuMMIT" href="installation.html" />
- <link rel="prev" title="Supervised MultiModal Integration Tool’s Readme" href="../readme_link.html" />
- </head>
- <body role="document">
+ <link rel="prev" title="<no title>" href="../readme_link.html" />
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -43,9 +33,9 @@
<a href="installation.html" title="Install SuMMIT"
accesskey="N">next</a> |</li>
<li class="right" >
- <a href="../readme_link.html" title="Supervised MultiModal Integration Tool’s Readme"
+ <a href="../readme_link.html" title="<no title>"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
@@ -78,27 +68,27 @@
<div class="sphinxsidebarwrapper">
<h4>Previous topic</h4>
<p class="topless"><a href="../readme_link.html"
- title="previous chapter">Supervised MultiModal Integration Tool’s Readme</a></p>
+ title="previous chapter"><no title></a></p>
<h4>Next topic</h4>
<p class="topless"><a href="installation.html"
title="next chapter">Install SuMMIT</a></p>
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/tutorials/index.txt"
+ <li><a href="../_sources/tutorials/index.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -116,14 +106,14 @@
<a href="installation.html" title="Install SuMMIT"
>next</a> |</li>
<li class="right" >
- <a href="../readme_link.html" title="Supervised MultiModal Integration Tool’s Readme"
+ <a href="../readme_link.html" title="<no title>"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/build/tutorials/installation.html b/docs/build/tutorials/installation.html
index e51af35c51783ffcc28625b397c8eac23a819654..e15ea2a0e9b925eb8d69de2058b239c06d063ee0 100644
--- a/docs/build/tutorials/installation.html
+++ b/docs/build/tutorials/installation.html
@@ -1,36 +1,25 @@
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+<!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
<head>
- <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
-
- <title>Install SuMMIT — MultiviewPlatform 0 documentation</title>
-
+ <meta charset="utf-8" />
+ <title>Install SuMMIT — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
- <script type="text/javascript">
- var DOCUMENTATION_OPTIONS = {
- URL_ROOT: '../',
- VERSION: '0',
- COLLAPSE_INDEX: false,
- FILE_SUFFIX: '.html',
- HAS_SOURCE: true
- };
- </script>
- <script type="text/javascript" src="../_static/jquery.js"></script>
- <script type="text/javascript" src="../_static/underscore.js"></script>
- <script type="text/javascript" src="../_static/doctools.js"></script>
+ <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
+ <script src="../_static/jquery.js"></script>
+ <script src="../_static/underscore.js"></script>
+ <script src="../_static/doctools.js"></script>
+ <script src="../_static/language_data.js"></script>
+ <script src="../_static/plotly_js.js"></script>
+
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="top" title="MultiviewPlatform 0 documentation" href="../index.html" />
- <link rel="up" title="SuMMIT Tutorials" href="index.html" />
<link rel="next" title="Example 0 : Getting started with SuMMIT on digits" href="example0.html" />
<link rel="prev" title="SuMMIT Tutorials" href="index.html" />
- </head>
- <body role="document">
+ </head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
<ul>
@@ -46,7 +35,7 @@
<li class="right" >
<a href="index.html" title="SuMMIT Tutorials"
accesskey="P">previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="index.html" accesskey="U">SuMMIT Tutorials</a> »</li>
</ul>
</div>
@@ -61,12 +50,12 @@
<p>SuMMIT is a package developped for Python3.x.</p>
<p>To sum up what you need to run the platform :</p>
<ul class="simple">
-<li>Python 3 is required. Download and install <a class="reference external" href="https://www.python.org/downloads/">Python 3</a>.</li>
+<li><p>Python 3 is required. Download and install <a class="reference external" href="https://www.python.org/downloads/">Python 3</a>.</p></li>
</ul>
<div class="section" id="launching-the-setup-tool">
<h2>Launching the setup tool<a class="headerlink" href="#launching-the-setup-tool" title="Permalink to this headline">¶</a></h2>
-<p>To install SuMMIT, it is recommended to use a virtual environment. Then, run in a terminal the following command, in the <code class="docutils literal"><span class="pre">summit</span></code> directory</p>
-<div class="highlight-shell"><div class="highlight"><pre><span></span>$ pip install -e .
+<p>To install SuMMIT, it is recommended to use a virtual environment. Then, run in a terminal the following command, in the <code class="docutils literal notranslate"><span class="pre">summit</span></code> directory</p>
+<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span>$ pip install -e .
</pre></div>
</div>
</div>
@@ -78,7 +67,7 @@
</div>
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h3><a href="../index.html">Table Of Contents</a></h3>
+ <h3><a href="../index.html">Table of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#">Install SuMMIT</a><ul>
<li><a class="reference internal" href="#launching-the-setup-tool">Launching the setup tool</a></li>
@@ -95,20 +84,20 @@
<div role="note" aria-label="source link">
<h3>This Page</h3>
<ul class="this-page-menu">
- <li><a href="../_sources/tutorials/installation.txt"
+ <li><a href="../_sources/tutorials/installation.rst.txt"
rel="nofollow">Show Source</a></li>
</ul>
</div>
<div id="searchbox" style="display: none" role="search">
- <h3>Quick search</h3>
+ <h3 id="searchlabel">Quick search</h3>
+ <div class="searchformwrapper">
<form class="search" action="../search.html" method="get">
- <div><input type="text" name="q" /></div>
- <div><input type="submit" value="Go" /></div>
- <input type="hidden" name="check_keywords" value="yes" />
- <input type="hidden" name="area" value="default" />
+ <input type="text" name="q" aria-labelledby="searchlabel" />
+ <input type="submit" value="Go" />
</form>
+ </div>
</div>
-<script type="text/javascript">$('#searchbox').show(0);</script>
+<script>$('#searchbox').show(0);</script>
</div>
</div>
<div class="clearer"></div>
@@ -128,13 +117,13 @@
<li class="right" >
<a href="index.html" title="SuMMIT Tutorials"
>previous</a> |</li>
- <li class="nav-item nav-item-0"><a href="../index.html">MultiviewPlatform 0 documentation</a> »</li>
+ <li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
<li class="nav-item nav-item-1"><a href="index.html" >SuMMIT Tutorials</a> »</li>
</ul>
</div>
<div class="footer" role="contentinfo">
© Copyright 2019, Baptiste BAUVIN.
- Created using <a href="http://sphinx-doc.org/">Sphinx</a> 1.4.8.
+ Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.2.
</div>
</body>
</html>
\ No newline at end of file
diff --git a/docs/source/conf.py b/docs/source/conf.py
index bc67c3063433f6e72c7e6f67306493da9e5a969c..01c4690c87846617580ecf3d26d6be7b778d329b 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -53,7 +53,7 @@ extensions = ['sphinx.ext.autodoc',
# 'sphinx.ext.viewcode',
# 'sphinx.ext.githubpages',
'sphinx.ext.napoleon',
- 'm2r',]
+ 'recommonmark']
# Add any paths that contain templates here, relative to this directory.
templates_path = ['_templates']
@@ -61,9 +61,9 @@ templates_path = ['_templates']
# The suffix(es) of source filenames.
# You can specify multiple suffix as a list of string:
#
-# source_suffix = {'.rst': 'restructuredtext', '.md': 'markdown'}
+source_suffix = {'.rst': 'restructuredtext', '.md': 'markdown'}
# source_suffix = '.rst'
-source_suffix = ['.rst', '.md']
+# source_suffix = ['.rst', '.md']
# source_parsers = {
# '.md': CommonMarkParser,
diff --git a/docs/source/index.rst b/docs/source/index.rst
index a205aa032714f4b610b58db90a7058b1bba711b0..7e682d0770533e323a09c5e091b1a635f827b35f 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -14,7 +14,6 @@ This documentation consists in a short read me, with instructions to install and
.. toctree::
:maxdepth: 1
- readme_link
tutorials/index
references/multiview_platform
diff --git a/docs/source/readme_link.rst b/docs/source/readme_link.rst
index 8a2fb51322287353e6b5533860f14969b25a1e62..e7ce18d909a3eb699ce6c7221e6d2be21d587e99 100644
--- a/docs/source/readme_link.rst
+++ b/docs/source/readme_link.rst
@@ -1,2 +1,2 @@
-.. mdinclude:: ../../README.md
+<../../README.md>
diff --git a/multiview-machine-learning-omis.iml b/multiview-machine-learning-omis.iml
index 337fdd37f525439acb534fb1f76c2491701dbe2b..230475df4d4fa70020770781f430ff870070c286 100644
--- a/multiview-machine-learning-omis.iml
+++ b/multiview-machine-learning-omis.iml
@@ -2,6 +2,7 @@
<module type="WEB_MODULE" version="4">
<component name="NewModuleRootManager">
<content url="file://$MODULE_DIR$" />
+ <orderEntry type="jdk" jdkName="Python 3.6 (develop)" jdkType="Python SDK" />
<orderEntry type="sourceFolder" forTests="false" />
<orderEntry type="module" module-name="multiview_generator" />
<orderEntry type="module" module-name="short_projects" />
diff --git a/multiview_platform/examples/config_files/config_example_0.yml b/multiview_platform/examples/config_files/config_example_0.yml
index 8f31c0707ed8e20d7f6d64ba840060d9ce452f38..d16f5843c1a5ddfd8e564e874f7b02f94b4d8f08 100644
--- a/multiview_platform/examples/config_files/config_example_0.yml
+++ b/multiview_platform/examples/config_files/config_example_0.yml
@@ -3,7 +3,7 @@
# Enable logging
log: True
# The name of each dataset in the directory on which the benchmark should be run
-name: ["digits"]
+name: "digits_doc"
# A label for the resul directory
label: "example_0"
# The type of dataset, currently supported ".hdf5", and ".csv"
diff --git a/multiview_platform/examples/config_files/config_example_1.yml b/multiview_platform/examples/config_files/config_example_1.yml
index 1b1eed075810e77a02c94c95ee37841adb88d6f8..fb9ab405aa0015885cccc08941b50c1c0188e9b7 100644
--- a/multiview_platform/examples/config_files/config_example_1.yml
+++ b/multiview_platform/examples/config_files/config_example_1.yml
@@ -3,15 +3,15 @@
# Enable logging
log: True
# The name of each dataset in the directory on which the benchmark should be run
-name: ["tuto"]
+name: "doc_summit"
# A label for the resul directory
-label:
+label: "example_1"
# The type of dataset, currently supported ".hdf5", and ".csv"
file_type: ".hdf5"
# The views to use in the banchmark, an empty value will result in using all the views
views:
# The path to the directory where the datasets are stored, an absolute path is advised
-pathf: "."
+pathf: "examples/data/mkljlj"
# The niceness of the processes, useful to lower their priority
nice: 0
# The random state of the benchmark, useful for reproducibility
@@ -23,7 +23,7 @@ full: True
# Used to be able to run more than one benchmark per minute
debug: False
# The directory in which the results will be stored, an absolute path is advised
-res_dir: "."
+res_dir: "examples/results/example_1/"
# If an error occurs in a classifier, if track_tracebacks is set to True, the
# benchmark saves the traceback and continues, if it is set to False, it will
# stop the benchmark and raise the error
@@ -34,23 +34,25 @@ track_tracebacks: True
# The ratio of test examples/number of train examples
split: 0.35
# The nubmer of folds in the cross validation process when hyper-paramter optimization is performed
-nb_folds: 5
+nb_folds: 2
# The number of classes to select in the dataset
nb_class:
# The name of the classes to select in the dataset
classes:
# The type of algorithms to run during the benchmark (monoview and/or multiview)
-type: ["monoview"]
+type: ["monoview","multiview"]
# The name of the monoview algorithms to run, ["all"] to run all the available classifiers
algos_monoview: ["decision_tree"]
# The names of the multiview algorithms to run, ["all"] to run all the available classifiers
-algos_multiview: []
+algos_multiview: ["weighted_linear_late_fusion",]
# The number of times the benchamrk is repeated with different train/test
# split, to have more statistically significant results
-stats_iter: 5
+stats_iter: 1
# The metrics that will be use din the result analysis
metrics:
accuracy_score: {}
+ f1_score:
+ average: "micro"
# The metric that will be used in the hyper-parameter optimization process
metric_princ: "accuracy_score"
# The type of hyper-parameter optimization method
@@ -63,3 +65,14 @@ hps_args: {}
decision_tree:
max_depth: 3
+weighted_linear_early_fusion:
+ monoview_classifier_name: "decision_tree"
+ monoview_classifier_config:
+ decision_tree:
+ max_depth: 6
+
+weighted_linear_late_fusion:
+ classifiers_names: "decision_tree"
+ classifier_configs:
+ decision_tree:
+ max_depth: 3
diff --git a/multiview_platform/examples/config_files/config_example_2_1_1.yml b/multiview_platform/examples/config_files/config_example_2_1_1.yml
index 7111a54821628d3d1fc12004ac80dbc724df7b4e..b1a9e2e7379828d8b5a7ef1c1fd22c80862e2b6e 100644
--- a/multiview_platform/examples/config_files/config_example_2_1_1.yml
+++ b/multiview_platform/examples/config_files/config_example_2_1_1.yml
@@ -3,7 +3,7 @@
# Enable logging
log: True
# The name of each dataset in the directory on which the benchmark should be run
-name: ["doc_summit"]
+name: "doc_summit"
# A label for the resul directory
label: "example_2_1_1"
# The type of dataset, currently supported ".hdf5", and ".csv"
diff --git a/multiview_platform/examples/config_files/config_example_2_1_2.yml b/multiview_platform/examples/config_files/config_example_2_1_2.yml
index 44035d6f9a75022f2a5f7e985d82865c7befe7ec..256e18a8ade378f29c32ead31fcbba28b1db62b3 100644
--- a/multiview_platform/examples/config_files/config_example_2_1_2.yml
+++ b/multiview_platform/examples/config_files/config_example_2_1_2.yml
@@ -3,7 +3,7 @@
# Enable logging
log: True
# The name of each dataset in the directory on which the benchmark should be run
-name: ["doc_summit"]
+name: "doc_summit"
# A label for the resul directory
label: "example_2_1_2"
# The type of dataset, currently supported ".hdf5", and ".csv"
diff --git a/multiview_platform/examples/config_files/config_example_2_2_1.yml b/multiview_platform/examples/config_files/config_example_2_2_1.yml
index 0303e85ccd2fb5335bbfad04a5cdcb722bb04aae..d462bee16fcf44ecf939c14776435ef15ef8c3ae 100644
--- a/multiview_platform/examples/config_files/config_example_2_2_1.yml
+++ b/multiview_platform/examples/config_files/config_example_2_2_1.yml
@@ -3,7 +3,7 @@
# Enable logging
log: True
# The name of each dataset in the directory on which the benchmark should be run
-name: ["doc_summit"]
+name: "doc_summit"
# A label for the result directory
label: "example_2_2_1"
# The type of dataset, currently supported ".hdf5", and ".csv"
diff --git a/multiview_platform/examples/config_files/config_example_2_3.yml b/multiview_platform/examples/config_files/config_example_2_3.yml
index cfe82209d2b4fc62e29b23181d9d2740e62edc94..bb8fb31ef226ae547d01a909b9eef108df0ba998 100644
--- a/multiview_platform/examples/config_files/config_example_2_3.yml
+++ b/multiview_platform/examples/config_files/config_example_2_3.yml
@@ -3,7 +3,7 @@
# Enable logging
log: True
# The name of each dataset in the directory on which the benchmark should be run
-name: ["doc_summit"]
+name: "doc_summit"
# A label for the result directory
label: "example_2_3"
# The type of dataset, currently supported ".hdf5", and ".csv"
diff --git a/multiview_platform/examples/config_files/config_example_3.yml b/multiview_platform/examples/config_files/config_example_3.yml
index 204ae233c07e4144e3a3b684d6ab79ae696d59a2..67ef06ea9b4b9da10e781133d20e0bb0fcaf1abb 100644
--- a/multiview_platform/examples/config_files/config_example_3.yml
+++ b/multiview_platform/examples/config_files/config_example_3.yml
@@ -3,7 +3,7 @@
# Enable logging
log: True
# The name of each dataset in the directory on which the benchmark should be run
-name: ["doc_summit"]
+name: "doc_summit"
# A label for the result directory
label: "example_3"
# The type of dataset, currently supported ".hdf5", and ".csv"
diff --git a/multiview_platform/examples/data/digits.hdf5 b/multiview_platform/examples/data/digits.hdf5
deleted file mode 100644
index 61e452b9118eeabc4972c11803a8bba775dc3301..0000000000000000000000000000000000000000
Binary files a/multiview_platform/examples/data/digits.hdf5 and /dev/null differ
diff --git a/multiview_platform/mono_multi_view_classifiers/exec_classif.py b/multiview_platform/mono_multi_view_classifiers/exec_classif.py
index bfeb5c7c87f0fc55f17124fbf05f3f2234f5eae2..edffa4539fdacde2cebf6b29e810f9da5d715dec 100644
--- a/multiview_platform/mono_multi_view_classifiers/exec_classif.py
+++ b/multiview_platform/mono_multi_view_classifiers/exec_classif.py
@@ -869,11 +869,10 @@ def exec_classif(arguments):
cl_type = args["type"]
monoview_algos = args["algos_monoview"]
multiview_algos = args["algos_multiview"]
- dataset_list = execution.find_dataset_names(args["pathf"],
+ path, dataset_list = execution.find_dataset_names(args["pathf"],
args["file_type"],
args["name"])
- # if not args["add_noise"]:
- # args["noise_std"] = [0.0]
+ args["pathf"] = path
for dataset_name in dataset_list:
# noise_results = []
# for noise_std in args["noise_std"]:
diff --git a/multiview_platform/mono_multi_view_classifiers/utils/execution.py b/multiview_platform/mono_multi_view_classifiers/utils/execution.py
index a85db6da214ed295958ee720b8c43b9b12485be9..019db8753e8f59c96c298bf1e58b5f649df67fdb 100644
--- a/multiview_platform/mono_multi_view_classifiers/utils/execution.py
+++ b/multiview_platform/mono_multi_view_classifiers/utils/execution.py
@@ -319,14 +319,26 @@ def gen_direcorties_names(directory, stats_iter):
def find_dataset_names(path, type, names):
"""This function goal is to browse the dataset directory and extrats all
the needed dataset names."""
- module_path = os.path.dirname(
+ package_path = os.path.dirname(
os.path.dirname(os.path.dirname(os.path.realpath(__file__))))
+ if os.path.isdir(path):
+ pass
+ elif os.path.isdir(os.path.join(package_path, path)):
+ path = os.path.join(package_path, path)
+ else:
+ raise ValueError("The provided pathf does not exist ({}) SuMMIT checks "
+ "the prefix from where you are running your script ({}) "
+ "and the multiview_platform package prefix ({}). "
+ "You may want to try with an absolute path in the "
+ "config file".format(path, os.getcwd(), package_path))
available_file_names = [file_name.strip().split(".")[0]
for file_name in
- os.listdir(os.path.join(module_path, path))
+ os.listdir(path)
if file_name.endswith(type)]
if names == ["all"]:
- return available_file_names
+ return path, available_file_names
+ elif isinstance(names, str):
+ return path, [used_name for used_name in available_file_names if names == used_name]
elif len(names) > 1:
selected_names = [used_name for used_name in available_file_names if
used_name in names]
@@ -334,10 +346,10 @@ def find_dataset_names(path, type, names):
raise ValueError(
"None of the provided dataset names are available. Available datasets are {}".format(
available_file_names))
- return [used_name for used_name in available_file_names if
+ return path, [used_name for used_name in available_file_names if
used_name in names]
else:
- return names
+ return path, names
def gen_argument_dictionaries(labels_dictionary, directories,
diff --git a/requirements.txt b/requirements.txt
index 33bae6e2bb59c004daca1dce56034487a5f89869..e507215a429fc4e0e6e113533343ef13dee70878 100755
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,19 +1,20 @@
-Sphinx==1.4.8
-cycler==0.10.0
-h5py==2.9.0
-joblib==0.13.2
-kiwisolver==1.1.0
-numpy==1.16.4
-pyparsing==2.4.0
-python-dateutil==2.8.0
+Sphinx>=1.4.8
+cycler>=0.10.0
+h5py>=2.9.0
+joblib>=0.13.2
+kiwisolver>=1.1.0
+numpy>=1.16.4
+pyparsing>=2.4.0
+python-dateutil>=2.8.0
scikit-learn>=0.19.0
-scipy==1.3.0
-six==1.12.0
-pandas==0.23.3
-m2r==0.2.1
-docutils==0.12
-pyyaml==3.12
-cvxopt==1.2.0
-plotly==4.2.1
-matplotlib==3.1.1
-tabulate==0.8.6
+scipy>=1.3.0
+six>=1.12.0
+pandas>=0.23.3
+m2r>=0.2.1
+docutils>=0.12
+pyyaml>=3.12
+cvxopt>=1.2.0
+plotly>=4.2.1
+matplotlib>=3.1.1
+tabulate>=0.8.6
+recommonmark>=0.3.0