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  1. mean_pinball_loss — scikit-learn 1.7.2 do...

    [ 1 , 2 , 4 ], alpha = 0.1 ) 0.3... >>>...scikit-learn 1.0 Release Highlights for scikit-learn 1.0 On this...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_pinball_loss.html
    Fri Dec 05 17:52:54 GMT 2025
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  2. PartialDependenceDisplay — scikit-learn 1...

    Added in version 1.1: Add the possibility to pass...display . plot ( pdp_lim = { 1 : ( - 1.38 , 0.66 )}) <...>...
    scikit-learn.org/stable/modules/generated/sklearn.inspection.PartialDependenceDisplay.html
    Fri Dec 05 17:52:55 GMT 2025
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  3. jaccard_score — scikit-learn 1.7.2 docume...

    1 , 1 ], ... [ 1 , 1 , 0 ]]) >>>...y_pred = np . array ([[ 1 , 1 , 1 ], ... [ 1 , 0 , 0 ]]) In the binary...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.jaccard_score.html
    Fri Dec 05 17:52:54 GMT 2025
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  4. Version 1.0 — scikit-learn 1.7.2 document...

    Version 1.0.1 # October 2021 Fixed models...Version 1.0.0 of scikit-learn requires python 3.7+, numpy 1.14.6+...
    scikit-learn.org/stable/whats_new/v1.0.html
    Fri Dec 05 17:52:55 GMT 2025
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  5. Isomap — scikit-learn 1.7.2 documentation

    Added in version 1.1. n_components int, default=2...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.Isomap.html
    Fri Dec 05 17:52:54 GMT 2025
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  6. Version 1.2 — scikit-learn 1.7.2 document...

    is deprecated in 1.2.1 and will be removed in 1.5. Instead, import...raised in version 1.2 when min_sample_split=1 . #25744 by Jérémie...
    scikit-learn.org/stable/whats_new/v1.2.html
    Fri Dec 05 17:52:54 GMT 2025
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  7. kneighbors_graph — scikit-learn 1.7.2 doc...

    () array([[1., 0., 1.], [0., 1., 1.], [1., 0., 1.]]) Gallery...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.kneighbors_graph.html
    Fri Dec 05 17:52:54 GMT 2025
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  8. StratifiedGroupKFold — scikit-learn 1.7.2...

    1 , 1 , 1 , 1 , 1 , 1 , 0 , 0 , 0 , 0 , 0...Train: index=[ 0 1 2 3 7 8 9 10 11 15 16] group=[1 1 2 2 4 5 5 5 5...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.StratifiedGroupKFold.html
    Fri Dec 05 17:52:55 GMT 2025
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  9. adjusted_mutual_info_score — scikit-learn...

    1 , 1 ], [ 0 , 0 , 1 , 1 ]) 1.0 >>> ...ore ([ 0 , 0 , 1 , 1 ], [ 1 , 1 , 0 , 0 ]) 1.0 If classes members...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.adjusted_mutual_info_score.html
    Fri Dec 05 17:52:54 GMT 2025
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  10. 7.1. Pipelines and composite estimators —...

    1.1.1. Usage # 7.1.1.1.1. Build a pipeline...0, 0, 0, 1, 0, 1, 0, 0, 1, 1, 1, 0], [0, 1, 0, 0, 1, 0, 0, 0,...
    scikit-learn.org/stable/modules/compose.html
    Fri Dec 05 17:52:55 GMT 2025
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