The Problem
Challenges that Scikit-Learn addresses
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Without Scikit-Learn: Some core algorithms are implemented in Cython or as wrappers, which can limit extensibility in pure Python.
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Without Scikit-Learn: Requires Python 3.10 or newer for recent versions.