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  1. Gaussian Mixture Model Ellipsoids — sciki...

    1 , 1 + index ) for i , ( mean , covar...= np . array ([[ 0.0 , - 0.1 ], [ 1.7 , 0.4 ]]) X = np . r_ [...
    scikit-learn.org/stable/auto_examples/mixture/plot_gmm.html
    Mon Dec 15 15:02:33 GMT 2025
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  2. Approximate nearest neighbors in TSNE — s...

    0 * perplexity + 1 ) + 1 tsne_params = dict ( init =...improved since scikit-learn 1.1. Furthermore, the brute-force...
    scikit-learn.org/stable/auto_examples/neighbors/approximate_nearest_neighbors.html
    Mon Dec 15 15:02:33 GMT 2025
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  3. SGD: Penalties — scikit-learn 1.8.0 docum...

    [( - 1 , - 1 )], ) plt . clabel ( l2_contour , inline = 1 , fontsize...fmt = { 1.0 : "L2" }, manual = [( - 1 , - 1 )]) plt...
    scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_penalties.html
    Mon Dec 15 15:02:30 GMT 2025
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  4. SelectPercentile — scikit-learn 1.8.0 doc...

    Added in version 1.0. See also f_classif ANOVA F-value......, "x(n_features_in_ - 1)"] . If input_features is...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectPercentile.html
    Mon Dec 15 15:02:31 GMT 2025
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  5. power_transform — scikit-learn 1.8.0 docu...

    'box-cox' )) [[-1.332 -0.707] [ 0.256 -0.707] [ 1.076 1.414]] Warning...Available methods are: ‘yeo-johnson’ [1] , works with positive and negative...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.power_transform.html
    Mon Dec 15 15:02:31 GMT 2025
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  6. A demo of the Spectral Biclustering algorithm &...

    consensus score: 1.0 The score is between 0 and 1, where 1 corresponds...and adds 1 to each to ensure that the labels start from 1 instead...
    scikit-learn.org/stable/auto_examples/bicluster/plot_spectral_biclustering.html
    Mon Dec 15 15:02:33 GMT 2025
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  7. 9.1. Strategies to scale computationally: bigge...

    1.1.1. Streaming instances # Basically, 1. may be a...to make your system scale. 9.1.1. Scaling with instances using...
    scikit-learn.org/stable/computing/scaling_strategies.html
    Mon Dec 15 15:02:31 GMT 2025
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  8. DataBufferUtils.Matcher (Spring Framework 7.0.1...

    or -1 if not found. void reset () Reset...last byte of the delimiter, or -1 if not found. delimiter byte[]...
    docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/core/io/buffer/DataB...
    Fri Feb 01 00:00:00 GMT 1980
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  9. ROC Curve with Visualization API — scikit...

    default=-1 Hard limit on iterations within solver, or -1 for no...default=-1 Hard limit on iterations within solver, or -1 for no...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_roc_curve_visualization_api.html
    Mon Dec 15 15:02:33 GMT 2025
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  10. PrecisionRecallDisplay — scikit-learn 1.8...

    y_true is in {-1, 1} or {0, 1}, pos_label is set to 1, otherwise...version 1.8: y_pred is deprecated and will be removed in 1.10. Use...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.PrecisionRecallDisplay.html
    Mon Dec 15 15:02:30 GMT 2025
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