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Release History — scikit-learn 1.5.2 documentation
Changelogs and release notes for all scikit-learn releases are linked in this page. Version 1.5- Version 1.5.2, Version 1.5.1, Version 1.5.0., Version 1.4- Version 1.4.2, Version 1.4.1, Version 1.4...scikit-learn.org/stable/whats_new.html -
Incremental PCA — scikit-learn 1.5.2 documentation
Incremental principal component analysis (IPCA) is typically used as a replacement for principal component analysis (PCA) when the dataset to be decomposed is too large to fit in memory. IPCA build...scikit-learn.org/stable/auto_examples/decomposition/plot_incremental_pca.html -
Covariance estimation — scikit-learn 1.5.2 docu...
Examples concerning the sklearn.covariance module. Ledoit-Wolf vs OAS estimation Robust covariance estimation and Mahalanobis distances relevance Robust vs Empirical covariance estimate Shrinkage c...scikit-learn.org/stable/auto_examples/covariance/index.html -
Developing Estimators — scikit-learn 1.5.2 docu...
Examples concerning the development of Custom Estimator.__sklearn_is_fitted__ as Developer APIscikit-learn.org/stable/auto_examples/developing_estimators/index.html -
Displaying estimators and complex pipelines — s...
Documentation for Pipeline i Not fitted...columntransformer: ColumnTransformer ? Documentation for columntransformer: ColumnTransformer...scikit-learn.org/stable/auto_examples/miscellaneous/plot_estimator_representation.html -
Parallel — scikit-learn 1.5.2 documentation
Parallel documentation for more details. Added...scikit-learn.org/stable/modules/generated/sklearn.utils.parallel.Parallel.html -
Related Projects — scikit-learn 1.7.dev0 docume...
practices for testing and documenting estimators. The scikit-learn-contrib...Explanations and Automatic Documentation. Experimentation and model...scikit-learn.org/dev/related_projects.html -
Related Projects — scikit-learn 1.5.2 documenta...
practices for testing and documenting estimators. The scikit-learn-contrib...Explanations and Automatic Documentation. Experimentation and model...scikit-learn.org/stable/related_projects.html -
4.2. Permutation feature importance — scikit-le...
as documented in Using multiple metric...scikit-learn.org/stable/modules/permutation_importance.html -
TruncatedSVD — scikit-learn 1.5.2 documentation
text documents using k-means Clustering text documents using...scikit-learn.org/stable/modules/generated/sklearn.decomposition.TruncatedSVD.html