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  1. pairwise_kernels scikit-learn 1.7.1 documenta...

    ‘chi2’, linear, poly, polynomial, rbf, laplacian, sigmoid’,...= [[ 0 , 0 , 0 ], [ 1 , 1 , 1 ]] >>> Y = [[ 1 , 0 , 0 ], [ 1 ,...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.pairwise_kernels.html
    Sat Aug 02 00:15:36 UTC 2025
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  2. resample scikit-learn 1.7.1 documentation

    X_sparse . toarray () array([[1., 0.], [2., 1.], [1., 0.]]) >>> y...= np . array ([[ 1. , 0. ], [ 2. , 1. ], [ 0. , 0. ]]) >>> y...
    scikit-learn.org/stable/modules/generated/sklearn.utils.resample.html
    Sat Aug 02 00:15:36 UTC 2025
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  3. kmeans_plusplus scikit-learn 1.7.1 documentation

    np . array ([[ 1 , 2 ], [ 1 , 4 ], [ 1 , 0 ], ... [ 10 , 2 ],...centers array([[10, 2], [ 1, 0]]) >>> indices array([3, 2]) Gallery...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.kmeans_plusplus.html
    Sat Aug 02 00:15:38 UTC 2025
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  4. column_or_1d scikit-learn 1.7.1 documentation

    >>> column_or_1d ([ 1 , 1 ]) array([1, 1]) On this page This...ion. column_or_1d ( y , * , dtype = None , warn = False , device...
    scikit-learn.org/stable/modules/generated/sklearn.utils.validation.column_or_1d.html
    Sat Aug 02 00:15:36 UTC 2025
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  5. enable_halving_search_cv scikit-learn 1.7.1 d...

    Ctrl + K GitHub Choose version enable_halving_search_cv # Enables...sklearn.experimental import enable_halving_search_cv # noqa >>>...
    scikit-learn.org/stable/modules/generated/sklearn.experimental.enable_halving_search_cv.html
    Sat Aug 02 00:15:38 UTC 2025
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  6. GraphicalLassoCV scikit-learn 1.7.1 documenta...

    n_refinements = 4 , cv = None , tol = 0.0001 , enet_tol = 0.0001 , max_iter...mode=cd. Range is (0, inf]. max_iter int, default=100 Maximum...
    scikit-learn.org/stable/modules/generated/sklearn.covariance.GraphicalLassoCV.html
    Sat Aug 02 00:15:36 UTC 2025
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  7. OAS scikit-learn 1.7.1 documentation

    estimation., Chen, Y., Wiesel, A., Eldar, Y. C., & Hero, A. O. IEEE...array([[ 1.7833, -1.2431 ], [-1.2431, 3.3889]]) >>> oas . shrinkage_...
    scikit-learn.org/stable/modules/generated/sklearn.covariance.OAS.html
    Sat Aug 02 00:15:38 UTC 2025
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  8. GaussianRandomProjection scikit-learn 1.7.1 d...

    n_components = 'auto' , * , eps = 0.1 , compute_inverse_components = False...out are: ["class_name0", "class_name1", "class_name2"] . Parameters...
    scikit-learn.org/stable/modules/generated/sklearn.random_projection.GaussianRandomProjection.html
    Sat Aug 02 00:15:38 UTC 2025
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  9. PredefinedSplit scikit-learn 1.7.1 documentation

    enumerate ( ps . split ()): ... print ( f "Fold { i } :" ) ... print...np . array ([ 0 , 0 , 1 , 1 ]) >>> test_fold = [ 0 , 1 , - 1...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.PredefinedSplit.html
    Sat Aug 02 00:15:38 UTC 2025
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  10. make_sparse_uncorrelated scikit-learn 1.7.1 d...

    ~ N ( 0 , 1 ) y ( X ) = X [:, 0 ] + 2 * X [:, 1 ] - 2 * X [:,...X . shape (100, 10) >>> y . shape (100,) On this page This Page...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_sparse_uncorrelated.html
    Sat Aug 02 00:15:38 UTC 2025
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