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  1. Robust linear model estimation using RANSAC — s...

    n_features = 1 , n_informative = 1 , noise = 10 , coef...normal ( size = ( n_outliers , 1 )) y [: n_outliers ] = - 3 + 10...
    scikit-learn.org/stable/auto_examples/linear_model/plot_ransac.html
    Mon Mar 23 20:39:21 UTC 2026
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  2. Gaussian Processes regression: basic introducto...

    reshape ( - 1 , 1 ) y = np . squeeze ( X * np...import RBF kernel = 1 * RBF ( length_scale = 1.0 , length_scale_bounds...
    scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_noisy_targets.html
    Mon Mar 23 20:39:21 UTC 2026
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  3. 移行 0.9.1 to 0.9.2 | DBFlute

    1 to 0.9.2 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/migrate0910to0920.html
    Thu May 28 16:23:57 UTC 2026
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  4. A demo of the Spectral Co-Clustering algorithm ...

    consensus score: 1.000 # Authors: The scikit-learn...permutation ( data . shape [ 1 ]) data = data [ row_idx ][:,...
    scikit-learn.org/stable/auto_examples/bicluster/plot_spectral_coclustering.html
    Mon Mar 23 20:39:22 UTC 2026
      15.6K bytes
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  5. Demonstration of multi-metric evaluation on cro...

    1 ) # Get the regular numpy array...sample_score_std , alpha = 0.1 if sample == "test" else 0 , color...
    scikit-learn.org/stable/auto_examples/model_selection/plot_multi_metric_evaluation.html
    Mon Mar 23 20:39:22 UTC 2026
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  6. Selecting the number of clusters with silhouett...

    from -1, 1 but in this example all # lie within [-0.1, 1] ax1...set_xlim ([ - 0.1 , 1 ]) # The (n_clusters+1)*10 is for inserting...
    scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html
    Mon Mar 23 20:39:22 UTC 2026
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  7. The Johnson-Lindenstrauss bound for embedding w...

    by: \[(1 - eps) \|u - v\|^2 < \|p(u) - p(v)\|^2 < (1 + eps) \|u...matrix with size: 1.304 MB Mean distances rate: 1.02 (0.17) Projected...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_johnson_lindenstrauss_bound.html
    Mon Mar 23 20:39:21 UTC 2026
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  8. One-class SVM with non-linear kernel (RBF) — sc...

    reshape ( - 1 , 1 ), yy . reshape ( - 1 , 1 )], axis = 1 ) DecisionBoundaryDisp...OneClassSVM ( nu = 0.1 , kernel = "rbf" , gamma = 0.1 ) clf . fit (...
    scikit-learn.org/stable/auto_examples/svm/plot_oneclass.html
    Mon Mar 23 20:39:20 UTC 2026
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  9. Plot multi-class SGD on the iris dataset — scik...

    feature_names [ 1 ], ) plt . axis ( "tight" ) #...scatter ( X [ idx , 0 ], X [ idx , 1 ], c = color , label = iris ....
    scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_iris.html
    Mon Mar 23 20:39:22 UTC 2026
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  10. Class Likelihood Ratios to measure classificati...

    param to positive negative mean 1.0 1.0 std 0.0 0.0 The absence of...linspace ( 0.1 , 0.8 , 6 ) weights = weights [:: - 1 ] # fit and...
    scikit-learn.org/stable/auto_examples/model_selection/plot_likelihood_ratios.html
    Mon Mar 23 20:39:22 UTC 2026
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