Improving the docs with jupyter notebook examples

[shimwell]

This package could allow jupyter notebooks to be run in read the docs and the output of cells rendered.

Also the notebooks don't have to be run before hand which is a bonus as that would inflate the git repo size

https://nbsphinx.readthedocs.io/en/0.7.1/