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  1. MetaEstimatorMixin — scikit-learn 1.6.1 documen...

    Changed in version 1.6: The _required_parameters is...
    scikit-learn.org/stable/modules/generated/sklearn.base.MetaEstimatorMixin.html
    Sat Apr 19 00:31:21 UTC 2025
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  2. Release Highlights for scikit-learn 0.24 — scik...

    been removed in version 1.2. From 1.2, use # PartialDependenceDis...scikit-learn 1.0 Release Highlights for scikit-learn 1.0 Release...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_24_0.html
    Sat Apr 19 00:31:22 UTC 2025
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  3. Nested versus non-nested cross-validation — sci...

    = { "C" : [ 1 , 10 , 100 ], "gamma" : [ 0.01 , 0.1 ]} # We will...Iris Dataset" , x = 0.5 , y = 1.1 , fontsize = "15" , ) # Plot...
    scikit-learn.org/stable/auto_examples/model_selection/plot_nested_cross_validation_iris.html
    Sat Apr 19 00:31:21 UTC 2025
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  4. Outlier detection with Local Outlier Factor (LO...

    n_neighbors ) is typically set 1) greater than the minimum number...ground_truth [ - n_outliers :] = - 1 Fit the model for outlier detection...
    scikit-learn.org/stable/auto_examples/neighbors/plot_lof_outlier_detection.html
    Sat Apr 19 00:31:22 UTC 2025
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  5. has_fit_parameter — scikit-learn 1.6.1 document...

    Skip to main content Back to top Ctrl + K GitHub Choose version has_fit_parameter # sklearn.utils.validation. has_fit...
    scikit-learn.org/stable/modules/generated/sklearn.utils.validation.has_fit_parameter.html
    Thu Apr 17 23:17:16 UTC 2025
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  6. estimator_html_repr — scikit-learn 1.6.1 docume...

    Skip to main content Back to top Ctrl + K GitHub Choose version estimator_html_repr # sklearn.utils. estimator_html_r...
    scikit-learn.org/stable/modules/generated/sklearn.utils.estimator_html_repr.html
    Sat Apr 19 00:31:22 UTC 2025
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  7. sklearn.kernel_ridge — scikit-learn 1.6.1 docum...

    Kernel ridge regression. User guide. See the Kernel ridge regression section for further details.
    scikit-learn.org/stable/api/sklearn.kernel_ridge.html
    Sat Apr 19 00:31:22 UTC 2025
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  8. 12. Choosing the right estimator — scikit-learn...

    Often the hardest part of solving a machine learning problem can be finding the right estimator for the job. Different estimators are better suited for different types of data and different problem...
    scikit-learn.org/stable/machine_learning_map.html
    Sat Apr 19 00:31:22 UTC 2025
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  9. Release Highlights — scikit-learn 1.6.1 documen...

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...scikit-learn 1.6 Release Highlights for scikit-learn 1.6 Release...
    scikit-learn.org/stable/auto_examples/release_highlights/index.html
    Sat Apr 19 00:31:22 UTC 2025
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  10. Multilabel classification — scikit-learn 1.6.1 ...

    1 ]) max_y = np . max ( X [:, 1 ]) classif = OneVsRestClassifier...where ( Y [:, 1 ]) plt . scatter ( X [:, 0 ], X [:, 1 ], s = 40 ,...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_multilabel.html
    Sat Apr 19 00:31:22 UTC 2025
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