Based on the How To Contribute wiki page (and switched to markdown so
it's a simple copy-paste).

Created a CONTRIBUTING.rst which GitHub will pick up and included a
link to the How To Contribute wiki page there. Also added the same link
to the README in the "How To Contribute" section.