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  1. Comparing Linear Bayesian Regressors — sc...

    1 , n_samples ) * 1.35 y = np . sqrt ( X...: y }) X = X . reshape (( - 1 , 1 )) # extrapolation X_plot =...
    scikit-learn.org/stable/auto_examples/linear_model/plot_ard.html
    Mon Dec 15 15:02:33 GMT 2025
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  2. RidgeCV — scikit-learn 1.8.0 documentation

    1, 1.0, 10.0) , * , fit_intercept...shape (n_alphas,), default=(0.1, 1.0, 10.0) Array of alpha values...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.RidgeCV.html
    Mon Dec 15 15:02:33 GMT 2025
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  3. Comparison of Manifold Learning methods —...

    MultipleLocator ( 1 )) ax . yaxis . set_major_locator...( ticker . MultipleLocator ( 1 )) ax . zaxis . set_major_locator...
    scikit-learn.org/stable/auto_examples/manifold/plot_compare_methods.html
    Mon Dec 15 15:02:30 GMT 2025
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  4. Early stopping in Gradient Boosting — sci...

    axes [ 1 ] . set_yscale ( "log" ) axes [ 1 ] . legend...scikit-learn 1.7 Release Highlights for scikit-learn 1.7 Gallery...
    scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_early_stopping.html
    Mon Dec 15 15:02:30 GMT 2025
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  5. Monotonic Constraints — scikit-learn 1.8....

    versionchanged:: 1.1 Added option 'quantile'. .. versionchanged:: 1.3 Added...versionchanged:: 1.1 Added option 'quantile'. .. versionchanged:: 1.3 Added...
    scikit-learn.org/stable/auto_examples/ensemble/plot_monotonic_constraints.html
    Mon Dec 15 15:02:31 GMT 2025
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  6. check_cv — scikit-learn 1.8.0 documentation

    y = [ 1 , 1 , 0 , 0 , 0 , 0 ], classifier...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.check_cv.html
    Mon Dec 15 15:02:33 GMT 2025
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  7. OOB Errors for Random Forests — scikit-le...

    validated whilst being trained [ 1 ] . The example below demonstrates...= 25 , n_clusters_per_class = 1 , n_informative = 15 , random_state...
    scikit-learn.org/stable/auto_examples/ensemble/plot_ensemble_oob.html
    Mon Dec 15 15:02:33 GMT 2025
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  8. ConcurrentReferenceHashMap (Spring Framework 7....

    Returns: the calculated shift (use 1 << shift to obtain a value)...
    docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/util/ConcurrentRefer...
    Fri Feb 01 00:00:00 GMT 1980
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  9. Normalizer — scikit-learn 1.8.0 documenta...

    1 , 2 , 2 ], ... [ 1 , 3 , 9 , 3 ], ... [...0.4, 0.4], [0.1, 0.3, 0.9, 0.3], [0.5, 0.7, 0.5, 0.1]]) fit ( X...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.Normalizer.html
    Mon Dec 15 15:02:33 GMT 2025
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  10. DecisionTreeRegressor — scikit-learn 1.8....

    1: monotonic increase 0: no constraint -1: monotonic...scikit-learn 1.8 Release Highlights for scikit-learn 1.8 Decision...
    scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeRegressor.html
    Mon Dec 15 15:02:33 GMT 2025
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