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Update setup

Thomas Vincent requested to merge update-setup into master

This MR simplifies setup.py and tools to run tests, generate the doc,... This is motivated by the deprecation of Python's distutils, numpy.distutils and current setuptools changes.

This MR also updates the minimum required version of Python to 3.5 (and 3.6 for available wheels).

attn @zatterin

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