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Track the evolution of sklearn API #24

@sdvillal

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@sdvillal

This would be a POC, maybe useful for other important libs. Perhaps just save a pickle (but then document what needs not to change) + something less faithful but more durable, like a yaml. With these historical infos, write a "differences of API between versions" report as sketched here:

# TODO: store a history of this (maybe pickle) that can help supporting more easily new sklearn versions
# So report too:
# - changes in required parameters
# - new parameters
# - removed parameters
# - changes in parameter default values
# Plus some automatic way to try to catch errors in my definition of non-id values
# This is WIP until then

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