Write a publicly facing README
Created by: Zaharid
I have surveyed a few projects such as numpy, cern-root or tensorflow and put in the things that looked relevant from their Readme. I think this should have the appropriate pointers modulo things like the reference to the code paper.
Closes #1358 (closed).