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Scikit-learn upgrade guide

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Scikit-learn 1.9.0 Release Changes
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Scikit-learn 1.9.0: DataFrame Interoperability Gets a New Foundation

Scikit-learn 1.9.0 introduces Narwhals for improved dataframe interoperability and supports Python 3.11–3.14. Learn what changed, how to test compatibility, and how to…

Shahnawaz Khan Aug 15, 2026 20 min read