examples: new setup for examples

    - all examples should be built using IPython notebooks
    - notebooks should be committed in a fully evaluated state alongside
      the python conversion via:

      ipython nbconvert --to=python --template=./nbconvert/python example.ipynb

    - the sphinx documentation will auto-build RST files from the
      notebooks and build a list of examples into the home-page