README rewritten to rst, fixed in setup.py and MANIFEST.in #18
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To be rejected probably as @c4urself has clear preference of using markdown.
See issue #17
I created this pull request just to show how it would look in rst (with few modifications in the text).
Final part (changelog) is not completed.