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  1. make_gaussian_quantiles — scikit-learn 1.7.2 do...

    int64(2), np.int64(0), np.int64(1), np.int64(0), np.int64(2)] Gallery...n_samples = 100 , n_features = 2 , n_classes = 3 , shuffle = True...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_gaussian_quantiles.html
    Mon Nov 10 15:11:15 UTC 2025
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  2. AdditiveChi2Sampler — scikit-learn 1.7.2 docume...

    sample_steps = 2 , sample_interval = None ) [source]...original space is transformed into 2*sample_steps-1 features, where...
    scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.AdditiveChi2Sampler.html
    Mon Nov 10 15:11:19 UTC 2025
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  3. resample — scikit-learn 1.7.2 documentation

    2)> >>> X_sparse . toarray () array([[1., 0.], [2., 1.],...= np . array ([[ 1. , 0. ], [ 2. , 1. ], [ 0. , 0. ]]) >>> y =...
    scikit-learn.org/stable/modules/generated/sklearn.utils.resample.html
    Sun Nov 09 07:16:25 UTC 2025
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  4. PredefinedSplit — scikit-learn 1.7.2 documentation

    2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ]]) >>>...index=[1 2 3] Test: index=[0] Fold 1: Train: index=[0 2] Test:...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.PredefinedSplit.html
    Mon Nov 10 15:11:19 UTC 2025
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  5. LarsCV — scikit-learn 1.7.2 documentation

    float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...n_jobs = None , eps = np.float64(2.220446049250313e-16) , copy_X...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.LarsCV.html
    Mon Nov 10 15:11:18 UTC 2025
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  6. TruncatedSVD — scikit-learn 1.7.2 documentation

    TruncatedSVD ( n_components = 2 , * , algorithm = 'randomized'...Parameters : n_components int, default=2 Desired dimensionality of output...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.TruncatedSVD.html
    Mon Nov 10 15:11:18 UTC 2025
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  7. indexable — scikit-learn 1.7.2 documentation

    2 , 3 ], np . array ([ 2 , 3 , 4 ]), None ,...indexable ( * iterables ) [[1, 2, 3], array([2, 3, 4]), None, <...Sparse...dtype...
    scikit-learn.org/stable/modules/generated/sklearn.utils.indexable.html
    Sun Nov 09 07:16:25 UTC 2025
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  8. mean_tweedie_deviance — scikit-learn 1.7.2 docu...

    y_true = [ 2 , 0 , 1 , 4 ] >>> y_pred = [ 0.5 , 0.5 , 2. , 2. ] >>>...>= 0 and y_pred > 0. 1 < p < 2 : Compound Poisson distribution....
    scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_tweedie_deviance.html
    Mon Nov 10 15:11:19 UTC 2025
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  9. DecisionBoundaryDisplay — scikit-learn 1.7.2 do...

    2) Input data that should be only 2-dimensional....load_iris () >>> feature_1 , feature_2 = np . meshgrid ( ... np . linspace...
    scikit-learn.org/stable/modules/generated/sklearn.inspection.DecisionBoundaryDisplay.html
    Mon Nov 10 15:11:19 UTC 2025
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  10. KDTree — scikit-learn 1.7.2 documentation

    satisfy leaf_size <= n_points <= 2 * leaf_size , except in the case...standard Euclidean distance when p = 2. A list of valid metrics for KDTree...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.KDTree.html
    Mon Nov 10 15:11:19 UTC 2025
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