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  1. 1.1. Linear Models — scikit-learn 1.7.2 d...

    array([[1, 0, 0, 0], [1, 0, 1, 0], [1, 1, 0, 0], [1, 1, 1, 1]]) >>>... 1.e-05, 1.e-04, 1.e-03, 1.e-02, 1.e-01, 1.e+00, 1.e+01, 1.e+02,...
    scikit-learn.org/stable/modules/linear_model.html
    Sat Nov 15 10:03:26 GMT 2025
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  2. 1.12. Multiclass and multioutput algorithms &#8...

    1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,...0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,...
    scikit-learn.org/stable/modules/multiclass.html
    Sat Nov 15 10:03:27 GMT 2025
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  3. Version 1.1 — scikit-learn 1.7.2 document...

    Version 1.1.0 # May 2022 Minimal dependencies # Version 1.1.0 of...#23273 by Thomas Fan . Version 1.1.1 # May 2022 Changelog # Enhancement...
    scikit-learn.org/stable/whats_new/v1.1.html
    Sat Nov 15 10:03:25 GMT 2025
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  4. 1.6. Nearest Neighbors — scikit-learn 1.7...

    ([[ - 1 , - 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2...([[ - 1 , - 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2...
    scikit-learn.org/stable/modules/neighbors.html
    Sat Nov 15 10:03:26 GMT 2025
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  5. Release Highlights for scikit-learn 1.1 —...

    0 1.0 1 0.0 0.0 1.0 2 1.0 0.0 0.0 3 0.0 1.0 0.0 Performance...Highlights for scikit-learn 1.1 # We are pleased to announce...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_1_0.html
    Sat Nov 15 10:03:26 GMT 2025
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  6. 1.4. Support Vector Machines — scikit-lea...

    “0 vs 1”, “0 vs 2” , … “0 vs n”, “1 vs 2”, “1 vs 3”, “1 vs n”,...[[ 0 , 0 ], [ 1 , 1 ]] >>> y = [ 0 , 1 ] >>>...
    scikit-learn.org/stable/modules/svm.html
    Sat Nov 15 10:03:27 GMT 2025
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  7. Version 1.4 — scikit-learn 1.7.2 document...

    Version 1.4.1 # February 2024 Changed models...deprecated in version 1.4 and will be removed in version 1.6. Use the default...
    scikit-learn.org/stable/whats_new/v1.4.html
    Sat Nov 15 10:03:27 GMT 2025
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  8. 7.1. Pipelines and composite estimators —...

    1.1.1. Usage # 7.1.1.1.1. Build a pipeline...0, 0, 0, 1, 0, 1, 0, 0, 1, 1, 1, 0], [0, 1, 0, 0, 1, 0, 0, 0,...
    scikit-learn.org/stable/modules/compose.html
    Sat Nov 15 10:03:26 GMT 2025
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  9. Release Highlights for scikit-learn 1.5 —...

    array([[-1.1, 1.1, 1.1], [ 3.9, -1.2, 1.1], [ 0.1, 1.3, 1.1], [-0.1,...[-0.1, -1.4, -1.4], [-4.9, 1.5, -1.5], [ 0.1, 1.6, 1.6]]) Pairwise...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html
    Sat Nov 15 10:03:25 GMT 2025
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  10. Version 1.3 — scikit-learn 1.7.2 document...

    Version 1.3.1 # September 2023 Changed models...scikit-learn 1.2 to make it predict with scikit-learn 1.3: retraining...
    scikit-learn.org/stable/whats_new/v1.3.html
    Sat Nov 15 10:03:26 GMT 2025
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