Merge pull request #3549 from pv/doc-theme

DOC: use the new scipy-sphinx-theme in the documentation
Move numpydoc to a separate repository
Add Numpydoc as a git submodule
DOC: fix HOWTO_BUILD_DOCS.rst.txt