MAINT use sphinx-master

Author: glemaitre

build_tools/circle/build_doc.sh

@@ -93,7 +93,7 @@ source activate $CONDA_ENV_NAME
 
 conda install --yes pip numpy scipy scikit-learn pillow matplotlib sphinx \
  sphinx_rtd_theme numpydoc
-pip install sphinx-gallery==0.1.11
+pip install -U git+https://github.com/sphinx-gallery/sphinx-gallery.git
 
 # Build and install imbalanced-learn in dev mode
 cd "$HOME/$CIRCLE_PROJECT_REPONAME"

doc/conf.py

@@ -50,7 +50,7 @@
  'sphinx.ext.autodoc', 'sphinx.ext.doctest', 'sphinx.ext.intersphinx',
  'sphinx.ext.todo', 'sphinx.ext.imgmath', 'sphinx.ext.ifconfig',
  'sphinx.ext.viewcode', 'sphinx_gallery.gen_gallery',
- 'sphinx.ext.autosummary', 'numpydoc',
+ 'sphinx.ext.autosummary', 'numpydoc', 'sphinx.ext.intersphinx',
  'sphinx_issues', 'sphinx.ext.linkcode'
 ]
 
@@ -69,10 +69,10 @@
  'backreferences_dir': os.path.join('generated'),
  'reference_url': {
  'imblearn': None,
- 'sklearn': 'http://scikit-learn.org/stable',
- 'matplotlib': 'http://matplotlib.org',
- 'numpy': 'http://docs.scipy.org/doc/numpy-1.11.0',
- 'scipy': 'http://docs.scipy.org/doc/scipy-0.18.0/reference'
+ 'sklearn': None,
+ 'matplotlib': None,
+ 'numpy': None,
+ 'scipy': None
  }
 }