diff --git a/README.rst b/README.rst
index 10f1f654187ef161d9e951e543f8a02960a492cd..206bb05d462d4df1cfd6fcf007668ccd7e2317dc 100644
--- a/README.rst
+++ b/README.rst
@@ -1,8 +1,16 @@
 Scikit-Luc
 ==========
 
-This is a python package containing the usefull script developed or found by Luc Giffon during his PhD thesis.
+This is a python package containing the usefull script developed or found by Luc Giffon during his PhD thesis. Those
+scripts are mainly related to the machine learning and data processing field.
 
+Installation from Pypi repository
+=================================
+
+Anywhere in your working virtualenv first install tensorflow using the documentation: https://www.tensorflow.org/install/
+Then just do:
+
+    pip install scikit-luc
 
 Installation from sources
 =========================
@@ -14,3 +22,9 @@ In the root directory of the package, just do:
 or
 
     pip install -e .
+
+Convention
+==========
+
+When some data is supposedly structured (e.g. images should be 2D array), the output of mldataset shouldn't take that
+into account by default.
\ No newline at end of file
diff --git a/setup.py b/setup.py
index 7232414580e1b3ffeb8609f36a61f9dcdf043daf..5ef0c913f61d91db0c6ce128e56bb0531a544ec3 100644
--- a/setup.py
+++ b/setup.py
@@ -18,7 +18,7 @@ setup(
     # function
     packages=find_packages(exclude=['doc', 'examples']),
     # See PEP440 for defining a proper version number
-    version='1.6',
+    version=str(skluc.__version__),
     # Small description of the package
     description='Science-Kit developed by Luc Giffon for Luc Giffon during his PhD thesis.',
     # Long description
diff --git a/skluc/__init__.py b/skluc/__init__.py
index 5f5ad9bab947ae88c2ea4b04402d8bdb3319b1c5..6518719d3b0cee31169de507543903e6053386c8 100644
--- a/skluc/__init__.py
+++ b/skluc/__init__.py
@@ -2,4 +2,4 @@
 This package contains some usefull functions for the PhD of Luc Giffon.
 """
 
-__version__ = "1.6"
\ No newline at end of file
+__version__ = "1.9"
\ No newline at end of file