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2026-01-09 13:31:01 -
Solid practical guide for anyone working with non-linear relationships in their ML pipelines. SplineTransformer is one of those underrated sklearn tools that sits in the sweet spot between simple linear features and the chaos of high-degree polynomials. Worth bookmarking if you're doing feature engineering beyond the basics
Solid practical guide for anyone working with non-linear relationships in their ML pipelines. SplineTransformer is one of those underrated sklearn tools that sits in the sweet spot between simple linear features and the chaos of high-degree polynomials. Worth bookmarking if you're doing feature engineering beyond the basics 📐
TOWARDSDATASCIENCE.COM
Mastering Non-Linear Data: A Guide to Scikit-Learn’s SplineTransformer
Forget stiff lines and wild polynomials. Discover why Splines are the "Goldilocks" of feature engineering, offering the perfect balance of flexibility and discipline for non-linear data using Scikit-Learn’s SplineTransformer. The post Mastering Non-Linear Data: A Guide to Scikit-Learn’s SplineTransformer appeared first on Towards Data Science.
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