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  1. Multi-class AdaBoosted Decision Trees — scikit-...

    as depicted by Figure 1 in Zhu et al [ 1 ] . The core principle...of trees" : range ( 1 , n_estimators + 1 ), "AdaBoost" : [ m...
    scikit-learn.org/stable/auto_examples/ensemble/plot_adaboost_multiclass.html
    Tue Mar 17 03:44:38 UTC 2026
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  2. Version 0.17 — scikit-learn 1.8.0 documentation

    1 # February 18, 2016 Changelog...meta-estimator with n_jobs > 1 used with a large grid of parameters...
    scikit-learn.org/stable/whats_new/v0.17.html
    Tue Mar 17 03:44:39 UTC 2026
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  3. Principal Component Regression vs Partial Least...

    axes [ 1 ] . scatter ( X . dot ( pca . components_ [ 1 ]), y ,.... scatter ( X [:, 0 ], X [:, 1 ], alpha = 0.3 , label = "samples"...
    scikit-learn.org/stable/auto_examples/cross_decomposition/plot_pcr_vs_pls.html
    Tue Mar 17 03:44:38 UTC 2026
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  4. SVM: Maximum margin separating hyperplane — sci...

    levels = [ - 1 , 0 , 1 ], alpha = 0.5 , linestyles...support_vectors_ [:, 1 ], s = 100 , linewidth = 1 , facecolors = "none"...
    scikit-learn.org/stable/auto_examples/svm/plot_separating_hyperplane.html
    Tue Mar 17 03:44:39 UTC 2026
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  5. Gaussian Mixture Model Sine Curve — scikit-lear...

    1 , 1 + index ) for i , ( mean , covar...random . normal ( 0 , 0.1 ) X [ i , 1 ] = 3.0 * ( np . sin ( x...
    scikit-learn.org/stable/auto_examples/mixture/plot_gmm_sin.html
    Tue Mar 17 03:44:39 UTC 2026
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  6. Version 0.16 — scikit-learn 1.8.0 documentation

    empty data (less than 1 sample or less than 1 feature for 2D input)....version Version 0.16 # Version 0.16.1 # April 14, 2015 Changelog # Bug...
    scikit-learn.org/stable/whats_new/v0.16.html
    Tue Mar 17 03:44:39 UTC 2026
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  7. 移行 0.9.5 to 0.9.5.1 | DBFlute

    1 お約束の注意点 環境上の注意点 実装上の注意点 お約束の注意点...
    dbflute.seasar.org/ja/environment/upgrade/migration/migrate0950to0951.html
    Fri Feb 06 11:18:39 UTC 2026
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  8. Swiss Roll And Swiss-Hole Reduction — scikit-le...

    ) axs [ 1 ] . scatter ( sr_tsne [:, 0 ], sr_tsne [:, 1 ], c =...) axs [ 1 ] . scatter ( sh_tsne [:, 0 ], sh_tsne [:, 1 ], c =...
    scikit-learn.org/stable/auto_examples/manifold/plot_swissroll.html
    Tue Mar 17 03:44:36 UTC 2026
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  9. Gaussian Mixture Models — scikit-learn 1.8.0 do...

    Examples concerning the sklearn.mixture module. Concentration Prior Type Analysis of Variation Bayesian Gaussian Mixture Density Estimation for a Gaussian mixture GMM Initialization Methods GMM cov...
    scikit-learn.org/stable/auto_examples/mixture/index.html
    Tue Mar 17 03:44:36 UTC 2026
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  10. 2.5. Decomposing signals in components (matrix ...

    ([[ 1 , 0 ], [ 1 , 6.1 ], [ 1 , 0 ], [ 1 , 4 ], [ 3.2 , 1 ], [...array ([[ 1 , 1 ], [ 2 , 1 ], [ 3 , 1.2 ], [ 4 , 1 ], [ 5 , 0.8...
    scikit-learn.org/stable/modules/decomposition.html
    Tue Mar 17 03:44:37 UTC 2026
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