Change readme to markdown file

Markdown is a nice way to write readmes as they are still readable but GitHub
automatically parses the file and shows it all pretty-like in the project page.

Markdown also works in comments!

See [the markdown
documentation](https://help.github.com/articles/markdown-basics) for more info.