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  1. murmurhash3_32 — scikit-learn 1.8.0 documentation

    unsigned int from 0 to 2 ** 32 - 1 False: the results is casted to...from -(2 ** 31) to 2 ** 31 - 1 Examples >>> from sklearn.utils...
    scikit-learn.org/stable/modules/generated/sklearn.utils.murmurhash3_32.html
    Mon Mar 23 20:39:23 UTC 2026
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  2. CCA — scikit-learn 1.8.0 documentation

    1 , - 0.2 ], [ 0.9 , 1.1 ], [ 6.2 , 5.9 ],...intercept_ . Added in version 1.1. n_iter_ list of shape (n_components,)...
    scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.CCA.html
    Mon Mar 23 20:39:21 UTC 2026
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  3. ledoit_wolf — scikit-learn 1.8.0 documentation

    regularized (shrunk) covariance is: (1 - shrinkage) * cov + shrinkage...
    scikit-learn.org/stable/modules/generated/sklearn.covariance.ledoit_wolf.html
    Mon Mar 23 20:39:23 UTC 2026
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  4. BernoulliNB — scikit-learn 1.8.0 documentation

    Added in version 1.2. Changed in version 1.4: The default value...sklearn.naive_bayes. BernoulliNB ( * , alpha = 1.0 , force_alpha = True , binarize...
    scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.BernoulliNB.html
    Mon Mar 23 20:39:23 UTC 2026
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  5. Visualizations with Display Objects — scikit-le...

    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/miscellaneous/plot_display_object_visualization.html
    Mon Mar 23 20:39:20 UTC 2026
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  6. RandomizedSearchCV — scikit-learn 1.8.0 documen...

    means 1 unless in a joblib.parallel_backend context. -1 means...… rank_test_score ‘rbf’ 0.1 0.80 … 1 ‘rbf’ 0.2 0.84 … 3 ‘rbf’...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html
    Mon Mar 23 20:39:21 UTC 2026
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  7. Decision Tree Regression — scikit-learn 1.8.0 d...

    RandomState ( 1 ) X = np . sort ( 5 * rng . rand ( 80 , 1 ), axis =...feature. - 1: monotonic increase - 0: no constraint - -1: monotonic...
    scikit-learn.org/stable/auto_examples/tree/plot_tree_regression.html
    Mon Mar 23 20:39:20 UTC 2026
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  8. Introducing the set_output API — scikit-learn 1...

    798301 -1.271411 -1.327605 12 -1.244466 -0.086944 -1.327407 -1.459074...60 5.0 2.0 3.5 1.0 1 4.9 3.0 1.4 0.2 8 4.4 2.9 1.4 0.2 93 5.0 2.3...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html
    Mon Mar 23 20:39:22 UTC 2026
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  9. isotonic_regression — scikit-learn 1.8.0 docume...

    weight is set to 1 (equal weights). y_min float,...isotonic_regression ([ 5 , 3 , 1 , 2 , 8 , 10 , 7 , 9 , 6 , 4 ])...
    scikit-learn.org/stable/modules/generated/sklearn.isotonic.isotonic_regression.html
    Mon Mar 23 20:39:21 UTC 2026
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  10. StackingRegressor — scikit-learn 1.8.0 document...

    in version 1.1: The ‘prefit’ option was added in 1.1 Note A larger...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.StackingRegressor.html
    Mon Mar 23 20:39:21 UTC 2026
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