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  1. sklearn.cross_decomposition — scikit-learn 1.7....

    Algorithms for cross decomposition. User guide. See the Cross decomposition section for further details.
    scikit-learn.org/stable/api/sklearn.cross_decomposition.html
    Sat Oct 11 07:51:26 UTC 2025
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  2. sklearn.semi_supervised — scikit-learn 1.7.2 do...

    Semi-supervised learning algorithms. These algorithms utilize small amounts of labeled data and large amounts of unlabeled data for classification tasks. User guide. See the Semi-supervised learnin...
    scikit-learn.org/stable/api/sklearn.semi_supervised.html
    Sat Oct 11 07:51:24 UTC 2025
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  3. sklearn.linear_model — scikit-learn 1.7.2 docum...

    A variety of linear models. User guide. See the Linear Models section for further details. The following subsections are only rough guidelines: the same estimator can fall into multiple categories,...
    scikit-learn.org/stable/api/sklearn.linear_model.html
    Sat Oct 11 07:51:26 UTC 2025
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  4. L1 Penalty and Sparsity in Logistic Regression ...

    Comparison of the sparsity (percentage of zero coefficients) of solutions when L1, L2 and Elastic-Net penalty are used for different values of C. We can see that large values of C give more freedom...
    scikit-learn.org/stable/auto_examples/linear_model/plot_logistic_l1_l2_sparsity.html
    Sat Oct 11 07:51:26 UTC 2025
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  5. make_column_selector — scikit-learn 1.7.2 docum...

    Gallery examples: Column Transformer with Mixed Types Categorical Feature Support in Gradient Boosting Combine predictors using stacking Evaluation of outlier detection estimators
    scikit-learn.org/stable/modules/generated/sklearn.compose.make_column_selector.html
    Sat Oct 11 07:51:27 UTC 2025
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  6. cluster_optics_xi — scikit-learn 1.7.2 document...

    Skip to main content Back to top Ctrl + K GitHub Choose version cluster_optics_xi # sklearn.cluster. cluster_optics_x...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.cluster_optics_xi.html
    Sat Oct 11 07:51:25 UTC 2025
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  7. load_svmlight_file — scikit-learn 1.7.2 documen...

    Skip to main content Back to top Ctrl + K GitHub Choose version load_svmlight_file # sklearn.datasets. load_svmlight_...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.load_svmlight_file.html
    Sat Oct 11 07:51:27 UTC 2025
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  8. dump_svmlight_file — scikit-learn 1.7.2 documen...

    Skip to main content Back to top Ctrl + K GitHub Choose version dump_svmlight_file # sklearn.datasets. dump_svmlight_...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.dump_svmlight_file.html
    Sat Oct 11 07:51:27 UTC 2025
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  9. fetch_lfw_pairs — scikit-learn 1.7.2 documentation

    Skip to main content Back to top Ctrl + K GitHub Choose version fetch_lfw_pairs # sklearn.datasets. fetch_lfw_pairs (...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_lfw_pairs.html
    Sat Oct 11 07:51:26 UTC 2025
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  10. ledoit_wolf_shrinkage — scikit-learn 1.7.2 docu...

    Skip to main content Back to top Ctrl + K GitHub Choose version ledoit_wolf_shrinkage # sklearn.covariance. ledoit_wo...
    scikit-learn.org/stable/modules/generated/sklearn.covariance.ledoit_wolf_shrinkage.html
    Sat Oct 11 07:51:27 UTC 2025
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