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  1. quantile_transform — scikit-learn 1.8.0 d...

    otherwise (if 1) transform each sample. n_quantiles...subsample=None . Added in version 1.5: The option None to disable...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.quantile_transform.html
    Mon Dec 15 15:02:30 GMT 2025
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  2. sklearn.cluster — scikit-learn 1.8.0 docu...

    2003) [R2af9f5762274-1] . SpectralClustering Apply clustering...(Dhillon, 2001) [R0dd0f3306ba7-1] . affinity_propagation Perform...
    scikit-learn.org/stable/api/sklearn.cluster.html
    Mon Dec 15 15:02:33 GMT 2025
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  3. validation_curve — scikit-learn 1.8.0 doc...

    means 1 unless in a joblib.parallel_backend context. -1 means...GroupKFold ). Changed in version 1.6: groups can only be passed if...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.validation_curve.html
    Mon Dec 15 15:02:31 GMT 2025
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  4. export_text — scikit-learn 1.8.0 document...

    <= 1.75 | | |--- class: 1 | |--- petal width (cm) > 1.75 |...decision_tree.classes_ . Added in version 1.3. max_depth int, default=10 Only...
    scikit-learn.org/stable/modules/generated/sklearn.tree.export_text.html
    Mon Dec 15 15:02:31 GMT 2025
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  5. fast_logdet — scikit-learn 1.8.0 document...

    1 ], [ 2 , 8 ]]) >>> fast_logdet...
    scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.fast_logdet.html
    Mon Dec 15 15:02:31 GMT 2025
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  6. Incremental PCA — scikit-learn 1.8.0 docu...

    scatterpoints = 1 ) plt . axis ([ - 4 , 4 , - 1.5 , 1.5 ]) plt . show...target_name in zip ( colors , [ 0 , 1 , 2 ], iris . target_names ):...
    scikit-learn.org/stable/auto_examples/decomposition/plot_incremental_pca.html
    Mon Dec 15 15:02:30 GMT 2025
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  7. check_increasing — scikit-learn 1.8.0 doc...

    y = [ 1 , 2 , 3 , 4 , 5 ], [ 2 , 4 , 6...
    scikit-learn.org/stable/modules/generated/sklearn.isotonic.check_increasing.html
    Mon Dec 15 15:02:31 GMT 2025
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  8. calinski_harabasz_score — scikit-learn 1....

    References [ 1 ] T. Calinski and J. Harabasz,...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.calinski_harabasz_score.html
    Mon Dec 15 15:02:33 GMT 2025
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  9. Vector Quantization Example — scikit-lear...

    bin_edges [: - 1 ] + ( bin_edges [ 1 :] - bin_edges [: - 1 ]) / 2 bin_center...bin_edges [: - 1 ] + ( bin_edges [ 1 :] - bin_edges [: - 1 ]) / 2 bin_center...
    scikit-learn.org/stable/auto_examples/cluster/plot_face_compress.html
    Mon Dec 15 15:02:30 GMT 2025
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  10. 3.1. Cross-validation: evaluating estimator per...

    3] [0 1] [1 3] [0 2] [1 2] [0 3] [0 3] [1 2] [0 2] [1 3] [0 1]...= [ 1 , 1 , 1 , 2 , 2 , 2 ] >>> groups = [ 1 , 1 , 2...
    scikit-learn.org/stable/modules/cross_validation.html
    Mon Dec 15 15:02:30 GMT 2025
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