Note to the author: Please add something informative to this README before releasing your software, as a little documentation goes a long way. Both README.rst (this file) and NEWS.rst (release notes) will be included in your package metadata which gets displayed in the PyPI page for your project.
You can take a look at other projects, such as pyramid's README.txt for some ideas.