[MRG] Actually run sphinx-gallery (#146)

* generate gallery

* remove mock

* add sklearn to requirermnt?txt for example

* remove latex from fgw example

* add networks for graph example

* remove all

* add requirement.txt rtd

* rtd debug

* update readme

* eradthedoc with redirection

* add conf rtd

Author: rflamary

README.md

@@ -3,3 +3,4 @@ sphinx_rtd_theme
 numpydoc
 memory_profiler
 pillow
+networkx

docs/requirements.txt

@@ -0,0 +1,14 @@
+sphinx_gallery
+numpydoc
+memory_profiler
+pillow
+networkx
+numpy
+scipy>=1.0
+cython
+matplotlib
+autograd
+pymanopt==0.2.4; python_version <'3'
+pymanopt; python_version >= '3'
+cvxopt
+scikit-learn

docs/requirements_rtd.txt

@@ -0,0 +1,6 @@
+from recommonmark.parser import CommonMarkParser
+
+source_parsers = {'.md': CommonMarkParser}
+
+source_suffix = ['.md']
+master_doc = 'index'