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  1. kernel_metrics — scikit-learn 1.7.2 docum...

    Skip to main content Back to top Ctrl + K GitHub Choose version kernel_metrics # sklearn.metrics.pairwise. kernel_met...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.kernel_metrics.html
    Thu Dec 04 11:53:53 GMT 2025
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  2. Release Highlights — scikit-learn 1.7.2 d...

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...scikit-learn 1.7 Release Highlights for scikit-learn 1.7 Release...
    scikit-learn.org/stable/auto_examples/release_highlights/index.html
    Thu Dec 04 11:53:52 GMT 2025
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  3. Quantile regression — scikit-learn 1.7.2 ...

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Lagged features...size = x . shape [ 0 ]) - 1 / ( a - 1 )) Let’s first visualize...
    scikit-learn.org/stable/auto_examples/linear_model/plot_quantile_regression.html
    Thu Dec 04 11:53:55 GMT 2025
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  4. Multilabel classification — scikit-learn ...

    1 ]) max_y = np . max ( X [:, 1 ]) classif = OneVsRestClassifier...[:, 1 ]) . nonzero () plt . scatter ( X [:, 0 ], X [:, 1 ], s...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_multilabel.html
    Thu Dec 04 11:53:55 GMT 2025
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  5. Getting Started — scikit-learn 1.7.2 docu...

    dataset is easy array([1., 1., 1., 1., 1.]) Automatic parameter...transform ( X ) array([[-1., 1.], [ 1., -1.]]) Sometimes, you want...
    scikit-learn.org/stable/getting_started.html
    Thu Dec 04 11:53:55 GMT 2025
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  6. 5. Inspection — scikit-learn 1.7.2 docume...

    1.1. Partial dependence plots 5.1.2. Individual...expectation (ICE) plot 5.1.3. Mathematical Definition 5.1.4. Computation...
    scikit-learn.org/stable/inspection.html
    Thu Dec 04 11:53:52 GMT 2025
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  7. 12. Dispatching — scikit-learn 1.7.2 docu...

    1. Array API support (experimental) 12.1.1. Example...usage 12.1.2. Support for Array API -compatible inputs 12.1.3. Input...
    scikit-learn.org/stable/dispatching.html
    Thu Dec 04 11:53:55 GMT 2025
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  8. Inductive Clustering — scikit-learn 1.7.2...

    cluster_std = [ 1.0 , 1.0 , 0.5 ], centers = [( - 5.... scatter ( X [:, 0 ], X [:, 1 ], c = color , alpha = alpha ,...
    scikit-learn.org/stable/auto_examples/cluster/plot_inductive_clustering.html
    Thu Dec 04 11:53:52 GMT 2025
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  9. sklearn.preprocessing — scikit-learn 1.7....

    Scale each feature to the [-1, 1] range without breaking the...data (set feature values to 0 or 1) according to a threshold. FunctionTransformer...
    scikit-learn.org/stable/api/sklearn.preprocessing.html
    Thu Dec 04 11:53:53 GMT 2025
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  10. Related Projects — scikit-learn 1.7.2 doc...

    As of scikit-learn version 1.3.0, there is HDBSCAN . Pre-processing...encoders. As of scikit-learn version 1.3.0, there is TargetEncoder ....
    scikit-learn.org/stable/related_projects.html
    Thu Dec 04 11:53:53 GMT 2025
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