Stage repo, will merge to mxnet once ready.
Every md file is a jupyter notebook, to edit it directly in jupyter, one need to install notebook
pip install https://github.com/mli/notedown/tarball/master
and start jupyter with the plugin
jupyter notebook --NotebookApp.contents_manager_class='notedown.NotedownContentsManager'
Before committing, please make sure all outputs are cleaned.