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Reference Issue
Fixes #7781
What does this implement/fix? Explain your changes.
I used rst-lint to check the Readme.rst
Is showed that we forgot a blank line after the first line to comply with rst format. It also explains why it's working on github and not on pyPI since the first line is a markup added for github.
I cleaned it.
Any other comments?