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  1. sklearn.experimental — scikit-learn 1.7.2 docum...

    Importable modules that enable the use of experimental features or estimators.
    scikit-learn.org/stable/api/sklearn.experimental.html
    Mon Nov 03 14:20:04 UTC 2025
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  2. kernel_metrics — scikit-learn 1.7.2 documentation

    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
    Mon Nov 03 14:20:03 UTC 2025
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  3. sigmoid_kernel — scikit-learn 1.7.2 documentation

    Skip to main content Back to top Ctrl + K GitHub Choose version sigmoid_kernel # sklearn.metrics.pairwise. sigmoid_ke...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.sigmoid_kernel.html
    Mon Nov 03 14:20:03 UTC 2025
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  4. t-SNE: The effect of various perplexity values ...

    2 sec S-curve, perplexity=50 in...n_samples = 150 n_components = 2 ( fig , subplots ) = plt . subplots...
    scikit-learn.org/stable/auto_examples/manifold/plot_t_sne_perplexity.html
    Mon Nov 03 14:20:05 UTC 2025
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  5. Illustration of Gaussian process classification...

    2 ) Y = np . logical_xor ( X [:,...DotProduct ( sigma_0 = 1.0 ) ** 2 ] for i , kernel in enumerate...
    scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpc_xor.html
    Mon Nov 03 14:20:05 UTC 2025
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  6. Imputing missing values with variants of Iterat...

    with the expansion of a degree 2 polynomial kernel and regularized...max_samples = 0.5 , n_jobs = 2 , random_state = 0 , ), ), ( "Nystroem...
    scikit-learn.org/stable/auto_examples/impute/plot_iterative_imputer_variants_comparison.html
    Mon Nov 03 14:20:05 UTC 2025
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  7. Comparing randomized search and grid search for...

    035905148)} Model with rank: 2 Mean validation score: 0.987 (std:...111111111)} Model with rank: 2 Mean validation score: 0.991 (std:...
    scikit-learn.org/stable/auto_examples/model_selection/plot_randomized_search.html
    Mon Nov 03 14:20:03 UTC 2025
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  8. Metadata Routing — scikit-learn 1.7.2 documenta...

    2 , size = n_samples ) my_groups...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_metadata_routing.html
    Mon Nov 03 14:20:04 UTC 2025
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  9. ROC Curve with Visualization API — scikit-learn...

    return_X_y = True ) y = y == 2 X_train , X_test , y_train , y_test...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_roc_curve_visualization_api.html
    Mon Nov 03 14:20:04 UTC 2025
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  10. Multiclass sparse logistic regression on 20newg...

    solver=saga] Number of epochs: 2 [model=One versus Rest, solver=saga]...solver=saga] Number of epochs: 2 [model=Multinomial, solver=saga]...
    scikit-learn.org/stable/auto_examples/linear_model/plot_sparse_logistic_regression_20newsgroups.html
    Mon Nov 03 14:20:04 UTC 2025
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