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  1. as_float_array — scikit-learn 1.6.1 documentation

    nan Deprecated since version 1.6: force_all_finite was renamed...ensure_all_finite and will be removed in 1.8. ensure_all_finite bool or ‘allow-nan’,...
    scikit-learn.org/stable/modules/generated/sklearn.utils.as_float_array.html
    Thu Jun 05 01:26:45 UTC 2025
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  2. FastICA — scikit-learn 1.7.0 documentation

    The implementation is based on [1] . Read more in the User Guide...performed. Changed in version 1.3: The default value of whiten...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.FastICA.html
    Fri Jun 06 09:13:47 UTC 2025
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  3. permutation_importance — scikit-learn 1.7.0 doc...

    permutation_importance >>> X = [[ 1 , 9 , 9 ],[ 1 , 9 , 9 ],[ 1 , 9 , 9 ], ... [...],[ 0 , 9 , 9 ]] >>> y = [ 1 , 1 , 1 , 0 , 0 , 0 ] >>> clf = LogisticRegression...
    scikit-learn.org/stable/modules/generated/sklearn.inspection.permutation_importance.html
    Fri Jun 06 09:13:47 UTC 2025
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  4. Ordinary Least Squares Example — scikit-learn 1...

    legend () ax [ 1 ] . scatter ( X_test , y_test...label = "Test data points" ) ax [ 1 ] . plot ( X_test , y_pred , linewidth...
    scikit-learn.org/stable/auto_examples/linear_model/plot_ols.html
    Thu Jun 05 00:23:02 UTC 2025
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  5. make_classification — scikit-learn 1.7.0 docume...

    class_sep = 1.0 , hypercube = True , shift = 0.0 , scale = 1.0 , shuffle...[np.int64(0), np.int64(0), np.int64(1), np.int64(1), np.int64(0)] Gallery...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_classification.html
    Fri Jun 06 09:13:47 UTC 2025
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  6. InputTags — scikit-learn 1.6.1 documentation

    Skip to main content Back to top Ctrl + K GitHub Choose version InputTags # class sklearn.utils. InputTags ( one_d_ar...
    scikit-learn.org/stable/modules/generated/sklearn.utils.InputTags.html
    Thu Jun 05 01:26:45 UTC 2025
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  7. spectral_clustering — scikit-learn 1.7.0 docume...

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7...random_state = 0 ... ) array([1, 1, 1, 0, 0, 0]) Gallery examples...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.spectral_clustering.html
    Fri Jun 06 09:13:47 UTC 2025
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  8. partial_dependence — scikit-learn 1.7.0 documen...

    [ 1 , 0 , 0 ]] >>> y = [ 0 , 1 ] >>> from sklearn.ensemble...interacting features (e.g. [(0, 1)] ) for which the partial dependency...
    scikit-learn.org/stable/modules/generated/sklearn.inspection.partial_dependence.html
    Fri Jun 06 09:13:47 UTC 2025
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  9. check_array — scikit-learn 1.7.0 documentation

    ensure_min_samples = 1 , ensure_min_features = 1 , estimator = None...documentation. Added in version 1.1.0. Returns : array_converted...
    scikit-learn.org/stable/modules/generated/sklearn.utils.check_array.html
    Thu Jun 05 22:21:57 UTC 2025
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  10. enet_path — scikit-learn 1.7.0 documentation

    l1_ratio * || w || _1 + 0.5 * alpha * ( 1 - l1_ratio ) * || w...0.568], [ 0., 1.120, 0.620], [-0., -2.129, -1.128], [ 0., 23.046,...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.enet_path.html
    Fri Jun 06 09:13:47 UTC 2025
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