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  1. 8.1. Toy datasets — scikit-learn 1.8.0 document...

    length: 1.0 6.9 3.76 1.76 0.9490 (high!) petal width: 0.1 2.5 1.20...0.41 3.58 1.59 0.57 Colour Intensity: 1.3 13.0 5.1 2.3 Hue: 0.48...
    scikit-learn.org/stable/datasets/toy_dataset.html
    Mon Mar 23 20:39:23 UTC 2026
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  2. 1.4. Support Vector Machines — scikit-learn 1.8...

    “0 vs 1”, “0 vs 2” , … “0 vs n”, “1 vs 2”, “1 vs 3”, “1 vs n”,...X = [[ 0 , 0 ], [ 1 , 1 ]] >>> y = [ 0 , 1 ] >>> clf = svm ....
    scikit-learn.org/stable/modules/svm.html
    Mon Mar 23 20:39:20 UTC 2026
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  3. 1.9. Naive Bayes — scikit-learn 1.8.0 documenta...

    = P(x_i = 1 \mid y) x_i + (1 - P(x_i = 1 \mid y)) (1 - x_i)\]...\[P(x_i | y, x_1, \dots, x_{i-1}, x_{i+1}, \dots, x_n) = P(x_i | y),\]...
    scikit-learn.org/stable/modules/naive_bayes.html
    Mon Mar 23 20:39:21 UTC 2026
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  4. Release Highlights for scikit-learn 1.4 — sciki...

    [{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 Mar 23 20:39:20 UTC 2026
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  5. Version 1.7 — scikit-learn 1.8.0 documentation

    #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 Mar 23 20:39:20 UTC 2026
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  6. 1.7. Gaussian Processes — scikit-learn 1.8.0 do...

    1.7.3. GPC examples # 1.7.3.1. Probabilistic predictions...features exceeds a few dozens. 1.7.1. Gaussian Process Regression...
    scikit-learn.org/stable/modules/gaussian_process.html
    Mon Mar 23 20:39:21 UTC 2026
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  7. Release Highlights for scikit-learn 1.3 — sciki...

    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 Mar 23 20:39:20 UTC 2026
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  8. 移行 1.0.5G to 1.0.5H | DBFlute

    SiteMap | Author's Blog 移行 1.0.5G to 1.0.5H お約束の注意点 環境上の注意点 実装上の注意点...
    dbflute.seasar.org/ja/environment/upgrade/migration/migrate105Gto105H.html
    Fri May 01 08:50:17 UTC 2026
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  9. Release Highlights for scikit-learn 1.8 — sciki...

    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 Mar 23 20:39:21 UTC 2026
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  10. 移行 1.0.5J to 1.0.5K | DBFlute

    SiteMap | Author's Blog 移行 1.0.5J to 1.0.5K お約束の注意点 環境上の注意点 実装上の注意点...
    dbflute.seasar.org/ja/environment/upgrade/migration/migrate105Jto105K.html
    Fri May 01 08:50:17 UTC 2026
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