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  1. Version 1.5 — scikit-learn 1.8.0 documentation

    Version 1.5.1 # July 2024 Changes impacting...be dropped in scikit-learn 1.6. The 1.5.x releases will support...
    scikit-learn.org/stable/whats_new/v1.5.html
    Tue Mar 17 03:44:36 UTC 2026
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  2. 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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  3. 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 Feb 06 11:18:39 UTC 2026
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  4. 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 Feb 06 11:18:39 UTC 2026
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  5. 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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  6. Release Highlights for scikit-learn 1.6 — sciki...

    1 , 6 , np . nan ]) . reshape ( - 1 , 1 ) y = [ 0 ,..., 0 , 1 , 1 ] forest = ExtraTreesClassifier ( random_state =...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_6_0.html
    Mon Mar 23 20:39:22 UTC 2026
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  7. 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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  8. Version 1.2 — scikit-learn 1.8.0 documentation

    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
    Tue Mar 17 03:44:36 UTC 2026
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  9. 1.5. Stochastic Gradient Descent — scikit-learn...

    [ 1. , 1. ]] >>> y = [ 0 , 1 ] >>> clf = SGDClassifier...\Vert^2 + b\nu + \frac{1}{n} \sum_{i=1}^n \max(0, 1 - (\langle w, x_i...
    scikit-learn.org/stable/modules/sgd.html
    Mon Mar 23 20:39:20 UTC 2026
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  10. 1.2. Linear and Quadratic Discriminant Analysis...

    equal to \(\frac{1}{n - 1} X_k^TX_k = \frac{1}{n - 1} V S^2 V^T\)...\frac{1}{(2\pi)^{d/2} |\Sigma_k|^{1/2}}\exp\left(-\frac{1}{2} (x-\mu_k)^T...
    scikit-learn.org/stable/modules/lda_qda.html
    Mon Mar 23 20:39:23 UTC 2026
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