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  1. GaussianMixture — scikit-learn 1.6.1 documentation

    array ([[ 1 , 2 ], [ 1 , 4 ], [ 1 , 0 ], [ 10 , 2 ],...GaussianMixture ( n_components = 1 , * , covariance_type = 'full'...
    scikit-learn.org/stable/modules/generated/sklearn.mixture.GaussianMixture.html
    Sat Apr 19 00:31:21 UTC 2025
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  2. AdditiveChi2Sampler — scikit-learn 1.6.1 docume...

    transformed into 2*sample_steps-1 features, where sample_steps is...values of sample_steps include 1, 2 and 3. Optimal choices for...
    scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.AdditiveChi2Sampler.html
    Sat Apr 19 00:31:22 UTC 2025
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  3. VarianceThreshold — scikit-learn 1.6.1 document...

    1 , 4 , 3 ], [ 0 , 1 , 1 , 3 ]] >>> selector...fit_transform ( X ) array([[2, 0], [1, 4], [1, 1]]) fit ( X , y = None )...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.VarianceThreshold.html
    Sat Apr 19 00:31:21 UTC 2025
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  4. LabelPropagation — scikit-learn 1.6.1 documenta...

    means 1 unless in a joblib.parallel_backend context. -1 means...all strings. Added in version 1.0. n_iter_ int Number of iterations...
    scikit-learn.org/stable/modules/generated/sklearn.semi_supervised.LabelPropagation.html
    Sat Apr 19 00:31:21 UTC 2025
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  5. DBSCAN — scikit-learn 1.6.1 documentation

    1, 1, -1]) >>> clustering DBSCAN(eps=3,...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.DBSCAN.html
    Sat Apr 19 00:31:22 UTC 2025
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  6. TheilSenRegressor — scikit-learn 1.6.1 document...

    since version 1.6: copy_X was deprecated in 1.6 and will be removed...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.TheilSenRegressor.html
    Sat Apr 19 00:31:21 UTC 2025
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  7. RidgeClassifier — scikit-learn 1.6.1 documentation

    converts the target values into {-1, 1} and then treats the problem...sklearn.linear_model. RidgeClassifier ( alpha = 1.0 , * , fit_intercept = True ,...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.RidgeClassifier.html
    Sat Apr 19 00:31:22 UTC 2025
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  8. KernelRidge — scikit-learn 1.6.1 documentation

    alpha = 1.0 ) >>> krr . fit ( X , y ) KernelRidge(alpha=1.0) fit...sklearn.kernel_ridge. KernelRidge ( alpha = 1 , * , kernel = 'linear' , gamma...
    scikit-learn.org/stable/modules/generated/sklearn.kernel_ridge.KernelRidge.html
    Sat Apr 19 00:31:21 UTC 2025
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  9. weighted_mode — scikit-learn 1.6.1 documentation

    1 , 4 , 2 , 4 , 2 ] >>> weights = [ 1 , 1 , 1 , 1 , 1 , 1...distribution. >>> weights = [ 1 , 3 , 0.5 , 1.5 , 1 , 2 ] # deweight the...
    scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.weighted_mode.html
    Thu Apr 17 23:17:16 UTC 2025
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  10. make_friedman3 — scikit-learn 1.6.1 documentation

    1 ] <= 560 * pi , 0 <= X [:, 2 ] <= 1 , 1 <= X [:, 3...arctan (( X [:, 1 ] * X [:, 2 ] - 1 / ( X [:, 1 ] * X [:, 3 ]))...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_friedman3.html
    Sat Apr 19 00:31:22 UTC 2025
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