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scikit-learn

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A library for classical machine learning. Its user guide doubles as one of the best textbooks on model selection, evaluation and cross-validation.

scikit-learn.org

REVIEWED

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Model evaluation in scikit-learn

The complete overview of scoring metrics with their pitfalls. The shortest answer to why accuracy is usually the wrong number.

The shortest answer to why accuracy is usually the wrong number.

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scikit-learn user guide

Not a manual but a textbook with code. Every method comes with a note on when it does not fit, which textbooks rarely state so plainly.

For anyone using classical methods; each one comes with a note on when it does not fit.

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scikit-learn