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  1. ExpSineSquared — scikit-learn 1.8.0 docum...

    ExpSineSquared ( length_scale = 1.0 , periodicity = 1.0 , length_scale_bounds...ExpSineSquared ( length_scale = 1 , periodicity = 1 ) >>> gpr =...
    scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.ExpSineSquared.html
    Mon Mar 02 11:09:53 UTC 2026
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  2. d2_brier_score — scikit-learn 1.8.0 docum...

    y_true in {-1, 1} or {0, 1}, pos_label defaults to 1; else if y_true...explained. Best possible score is 1.0 and it can be negative because...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_brier_score.html
    Mon Mar 02 11:09:53 UTC 2026
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  3. RBFSampler — scikit-learn 1.8.0 documenta...

    [ 1 , 1 ], [ 1 , 0 ], [ 0 , 1 ]] >>> y...version 1.2: The option "scale" was added in 1.2. n_components...
    scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.RBFSampler.html
    Mon Mar 02 11:09:52 UTC 2026
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  4. DecisionBoundaryDisplay — scikit-learn 1....

    Added in version 1.1. Parameters : xx0 ndarray of...iris . data [:, 1 ] . min (), iris . data [:, 1 ] . max ()) ......
    scikit-learn.org/stable/modules/generated/sklearn.inspection.DecisionBoundaryDisplay.html
    Mon Mar 02 11:09:51 UTC 2026
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  5. auc — scikit-learn 1.8.0 documentation

    array ([ 1 , 1 , 2 , 2 ]) >>> y_score...y_score = np . array ([ 0.1 , 0.4 , 0.35 , 0.8 ]) >>> fpr...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.auc.html
    Mon Mar 02 11:09:51 UTC 2026
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  6. RadiusNeighborsTransformer — scikit-learn...

    () array([[1., 0., 1.], [0., 1., 0.], [1., 0., 1.]]) set_output...who’s the closest point to [1, 1, 1]: >>> import numpy...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.RadiusNeighborsTransformer.html
    Mon Mar 02 11:09:53 UTC 2026
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  7. ExtraTreeClassifier — scikit-learn 1.8.0 ...

    [{0: 1, 1: 1}, {0: 1, 1: 5}, {0: 1, 1: 1}, {0: 1, 1: 1}] instead...instead of [{1:1}, {2:5}, {3:1}, {4:1}]. The “balanced” mode uses...
    scikit-learn.org/stable/modules/generated/sklearn.tree.ExtraTreeClassifier.html
    Mon Mar 02 11:09:52 UTC 2026
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  8. validation_curve — scikit-learn 1.8.0 doc...

    means 1 unless in a joblib.parallel_backend context. -1 means...GroupKFold ). Changed in version 1.6: groups can only be passed if...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.validation_curve.html
    Mon Mar 02 11:09:51 UTC 2026
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  9. check_X_y — scikit-learn 1.8.0 documentation

    ensure_min_samples = 1 , ensure_min_features = 1 , y_numeric = False...= [[ 1 , 2 ], [ 3 , 4 ], [ 5 , 6 ]] >>> y = [ 1 , 2 ,...
    scikit-learn.org/stable/modules/generated/sklearn.utils.check_X_y.html
    Mon Feb 23 17:51:56 UTC 2026
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  10. non_negative_factorization — scikit-learn...

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 3 , 1.2 ], [ 4 , 1 ], [ 5 , 0.8...version 1.4: Added 'auto' value. Changed in version 1.6: Default...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.non_negative_factorization.html
    Mon Mar 02 11:09:52 UTC 2026
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