[Code/Docs] Write a README

[alt_turo]

Github complains there's no README. Write one.

Description:
README should contain build instructions and where to get the data files. List supported platforms/compilers.
List required libraries.

Why:
So new contributors have some place to look for build instructions.

When:
First thing.

Special skills:
You can write readable documentation.