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  1. Release Highlights for scikit-learn 1.4 — sciki...

    0 1.0 0.862662 1.0 0.0 1.401826 0.0 1.0 -0.754829 1.0 0.0...array ([ 0 , 1 , 6 , np . nan ]) . reshape ( - 1 , 1 ) y = [ 0 ,...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_4_0.html
    Tue Jul 01 15:59:35 UTC 2025
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  2. ShrunkCovariance — scikit-learn 1.7.0 documenta...

    1 ) [source] # Covariance estimator...computation. shrinkage float, default=0.1 Coefficient in the convex combination...
    scikit-learn.org/stable/modules/generated/sklearn.covariance.ShrunkCovariance.html
    Tue Jul 01 15:59:33 UTC 2025
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  3. QuantileRegressor — scikit-learn 1.7.0 document...

    alpha = 1.0 , fit_intercept = True , solver...User Guide . Added in version 1.0. Parameters : quantile float,...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.QuantileRegressor.html
    Tue Jul 01 15:59:32 UTC 2025
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  4. classification_report — scikit-learn 1.7.0 docu...

    50 1.00 0.67 1 class 1 0.00 0.00 0.00 1 class 2 1.00 0.67...>>> y_pred = [ 1 , 1 , 0 ] >>> y_true = [ 1 , 1 , 1 ] >>> print...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html
    Tue Jul 01 15:59:32 UTC 2025
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  5. fetch_file — scikit-learn 1.7.0 documentation

    delay = 1 ) [source] # Fetch a file from...re-downloading. Added in version 1.6. Parameters : url str URL of...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_file.html
    Tue Jul 01 15:59:33 UTC 2025
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  6. label_binarize — scikit-learn 1.7.0 documentation

    label_binarize ([ 1 , 6 ], classes = [ 1 , 2 , 4 , 6 ]) array([[1, 0, 0,...label_binarize ([ 1 , 6 ], classes = [ 1 , 6 , 4 , 2 ]) array([[1, 0, 0,...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.label_binarize.html
    Tue Jul 01 15:59:33 UTC 2025
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  7. estimate_bandwidth — scikit-learn 1.7.0 documen...

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.estimate_bandwidth.html
    Tue Jul 01 15:59:32 UTC 2025
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  8. roc_curve — scikit-learn 1.7.0 documentation

    y_true is in {-1, 1} or {0, 1}, pos_label is set to 1, otherwise...labels are not either {-1, 1} or {0, 1}, then pos_label should...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_curve.html
    Tue Jul 01 15:59:32 UTC 2025
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  9. rand_score — scikit-learn 1.7.0 documentation

    1 , 1 ], [ 1 , 1 , 0 , 0 ]) 1.0 Labelings that...rand_score ([ 0 , 0 , 1 , 2 ], [ 0 , 0 , 1 , 1 ]) 0.83 Gallery examples...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.rand_score.html
    Tue Jul 01 15:59:32 UTC 2025
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  10. Release History — scikit-learn 1.7.0 documentation

    Version 1.2.2 Version 1.2.1 Version 1.2.0 Version 1.1 Version 1.1.3...Version 1.1.2 Version 1.1.1 Version 1.1.0 Version 1.0 Version...
    scikit-learn.org/stable/whats_new.html
    Tue Jul 01 15:59:33 UTC 2025
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