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  1. 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
    Mon Jan 12 10:07:40 GMT 2026
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  2. Version 1.1 — scikit-learn 1.8.0 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
    Mon Jan 12 10:07:40 GMT 2026
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  3. Version 1.2 — scikit-learn 1.8.0 document...

    is deprecated in 1.2.1 and will be removed in 1.5. Instead, import...raised in version 1.2 when min_sample_split=1 . #25744 by Jérémie...
    scikit-learn.org/stable/whats_new/v1.2.html
    Mon Jan 12 10:07:38 GMT 2026
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  4. 1.10. Decision Trees — scikit-learn 1.8.0...

    - 1 , np . nan , 1 ]) . reshape ( - 1 , 1 ) >>>...[[ 0 , 0 ], [ 1 , 1 ]] >>> Y = [ 0 , 1 ] >>>...
    scikit-learn.org/stable/modules/tree.html
    Mon Jan 12 10:07:38 GMT 2026
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  5. 1.6. Nearest Neighbors — scikit-learn 1.8...

    ([[ - 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
    Mon Jan 12 10:07:38 GMT 2026
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  6. 1.1. Linear Models — scikit-learn 1.8.0 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
    Mon Jan 12 10:07:40 GMT 2026
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  7. Release Highlights for scikit-learn 1.4 —...

    [{0: 1, 1: 1}, {0: 1, 1: 5}, {0: 1, 1: 1}, {0: 1, 1: 1}] instead...[{0: 1, 1: 1}, {0: 1, 1: 5}, {0: 1, 1: 1}, {0: 1, 1: 1}] instead...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_4_0.html
    Mon Jan 12 10:07:38 GMT 2026
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  8. Release Highlights for scikit-learn 1.8 —...

    deprecated:: 1.8 `penalty` was deprecated in version 1.8 and will...with `0 = l1_ratio = 1`. Setting `l1_ratio=1` gives a pure L1-penalty,...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_8_0.html
    Mon Jan 12 10:07:38 GMT 2026
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  9. Release Highlights for scikit-learn 1.3 —...

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Demo of HDBSCAN...array ([ 0 , 1 , 6 , np . nan ]) . reshape ( - 1 , 1 ) y = [ 0 ,...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_3_0.html
    Mon Jan 12 10:07:38 GMT 2026
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  10. Version 1.7 — scikit-learn 1.8.0 document...

    #31559 Version 1.7.1 # July 2025 sklearn.base # Fix...use n_init=1 by default, starting from version 1.9. By Dmitry...
    scikit-learn.org/stable/whats_new/v1.7.html
    Mon Jan 12 10:07:41 GMT 2026
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