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
     }
 }