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Luc Giffon
bolsonaro
Merge requests
!23
Resolve "integration-sota"
Code
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Merged
Resolve "integration-sota"
15-integration-sota
into
master
Overview
0
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23
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0
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21
Merged
Charly Lamothe
requested to merge
15-integration-sota
into
master
5 years ago
Overview
0
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23
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0
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21
Expand
Closes
#15 (closed)
0
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master
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latest version
latest version
f41d9087
23 commits,
5 years ago
21 files
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21
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code/bolsonaro/data/dataset_loader.py
+
4
−
2
Options
from
bolsonaro.data.dataset
import
Dataset
from
bolsonaro.data.dataset
import
Dataset
from
bolsonaro.data.dataset_parameters
import
DatasetParameters
from
bolsonaro.data.dataset_parameters
import
DatasetParameters
from
bolsonaro.data.task
import
Task
from
bolsonaro.data.task
import
Task
from
bolsonaro.utils
import
change_binary_func_load
,
change_binary_func_openml
from
bolsonaro.utils
import
change_binary_func_load
,
change_binary_func_openml
,
binarize_class_data
from
sklearn.datasets
import
load_boston
,
load_iris
,
load_diabetes
,
\
from
sklearn.datasets
import
load_boston
,
load_iris
,
load_diabetes
,
\
load_digits
,
load_linnerud
,
load_wine
,
load_breast_cancer
load_digits
,
load_linnerud
,
load_wine
,
load_breast_cancer
@@ -81,7 +81,9 @@ class DatasetLoader(object):
@@ -81,7 +81,9 @@ class DatasetLoader(object):
elif
name
==
'
lfw_pairs
'
:
elif
name
==
'
lfw_pairs
'
:
dataset
=
fetch_lfw_pairs
()
dataset
=
fetch_lfw_pairs
()
X
,
y
=
dataset
.
data
,
dataset
.
target
X
,
y
=
dataset
.
data
,
dataset
.
target
task
=
Task
.
MULTICLASSIFICATION
possible_classes
=
sorted
(
set
(
y
))
y
=
binarize_class_data
(
y
,
possible_classes
[
-
1
])
task
=
Task
.
BINARYCLASSIFICATION
elif
name
==
'
covtype
'
:
elif
name
==
'
covtype
'
:
X
,
y
=
fetch_covtype
(
random_state
=
dataset_parameters
.
random_state
,
shuffle
=
True
,
return_X_y
=
True
)
X
,
y
=
fetch_covtype
(
random_state
=
dataset_parameters
.
random_state
,
shuffle
=
True
,
return_X_y
=
True
)
task
=
Task
.
MULTICLASSIFICATION
task
=
Task
.
MULTICLASSIFICATION
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