I had the same problem. For me, disabling the label in the file / Settings / Editor / General / Show a brief documentation on moving the mouse worked well. (My version of Pycharm is the community 2016.2.2). There is also other General / CodeCompletion / Autopopup documentation. I disabled both.
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