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is there any breaking change between <1 and >1?
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Yes, mainly Python < 3.7 isn't supported. But we still have
scikit-learn>=0.22.1
, so Python 3.6 is ok.See https://pypi.org/project/scikit-learn/1.0/
Scikit-learn 0.20 was the last version to support Python 2.7 and Python 3.4. scikit-learn 0.23 and later require Python 3.6 or newer. scikit-learn 1.0 and later require Python 3.7 or newer.