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  1. Sparse coding with a precomputed dictionary — s...

    subplot ( 1 , 2 , subplot + 1 ) plt . title ( "Sparse...transform ( y . reshape ( 1 , - 1 )) density = len ( np . flatnonzero...
    scikit-learn.org/stable/auto_examples/decomposition/plot_sparse_coding.html
    Sat Aug 02 00:15:37 UTC 2025
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  2. Column Transformer with Mixed Types — scikit-le...

    0001 C 1.0 fit_intercept True intercept_scaling 1 class_weight...0.0001 C 1.0 fit_intercept True intercept_scaling 1 class_weight...
    scikit-learn.org/stable/auto_examples/compose/plot_column_transformer_mixed_types.html
    Sat Aug 02 00:15:37 UTC 2025
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  3. Version 0.24 — scikit-learn 1.7.1 documentation

    deprecated and will be removed in 1.1 (renaming of 0.26). #17864 by...grid_scores_ will be removed in version 1.1 (renaming of 0.26). #16392 by...
    scikit-learn.org/stable/whats_new/v0.24.html
    Sat Aug 02 00:15:35 UTC 2025
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  4. Release Highlights for scikit-learn 0.23 — scik...

    0001 C 1.0 fit_intercept True intercept_scaling 1 class_weight...been removed in version 1.2. From 1.2, use # PartialDependenceDis...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_23_0.html
    Sat Aug 02 00:15:37 UTC 2025
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  5. A demo of K-Means clustering on the handwritten...

    1 ] . min () - 1 , reduced_data [:, 1 ] . max () + 1 xx ,.... min () - 1 , reduced_data [:, 0 ] . max () + 1 y_min , y_max...
    scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_digits.html
    Sat Aug 02 00:15:37 UTC 2025
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  6. Neighborhood Components Analysis Illustration —...

    n_clusters_per_class = 1 , class_sep = 1.0 , random_state = 0 ,...], pt_j [ 0 ]], [ pt_i [ 1 ], pt_j [ 1 ]]) ax . plot ( * line ,...
    scikit-learn.org/stable/auto_examples/neighbors/plot_nca_illustration.html
    Sat Aug 02 00:15:37 UTC 2025
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  7. Developer’s Guide — scikit-learn 1.7.1 document...

    Contributing- Ways to contribute, Automated Contributions Policy, Submitting a bug report or a feature request- How to make a good bug report., Contributing code- Video resources, How to contribute...
    scikit-learn.org/stable/developers/index.html
    Sat Aug 02 00:15:38 UTC 2025
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  8. Plot the decision surface of decision trees tra...

    1 ], [ 0 , 2 ], [ 0 , 3 ], [ 1 , 2 ], [ 1 , 3 ], [ 2.... subplot ( 2 , 3 , pairidx + 1 ) plt . tight_layout ( h_pad =...
    scikit-learn.org/stable/auto_examples/tree/plot_iris_dtc.html
    Sat Aug 02 00:15:35 UTC 2025
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  9. TransformerTags — scikit-learn 1.7.1 documentation

    Skip to main content Back to top Ctrl + K GitHub Choose version TransformerTags # class sklearn.utils. TransformerTag...
    scikit-learn.org/stable/modules/generated/sklearn.utils.TransformerTags.html
    Sat Aug 02 00:15:38 UTC 2025
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  10. Classification — scikit-learn 1.7.1 documentation

    General examples about classification algorithms. Classifier comparison Linear and Quadratic Discriminant Analysis with covariance ellipsoid Normal, Ledoit-Wolf and OAS Linear Discriminant Analysis...
    scikit-learn.org/stable/auto_examples/classification/index.html
    Sat Aug 02 00:15:35 UTC 2025
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