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  1. kmeans_plusplus — scikit-learn 1.7.0 documentation

    array ([[ 1 , 2 ], [ 1 , 4 ], [ 1 , 0 ], ... [ 10 , 2...provided array. Added in version 1.3. x_squared_norms array-like...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.kmeans_plusplus.html
    Sun Jun 29 19:04:30 UTC 2025
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  2. kneighbors_graph — scikit-learn 1.7.0 documenta...

    () array([[1., 0., 1.], [0., 1., 1.], [1., 0., 1.]]) Gallery...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.kneighbors_graph.html
    Sun Jun 29 19:04:30 UTC 2025
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  3. fetch_20newsgroups — scikit-learn 1.7.0 documen...

    1, 1, 1, 0, 1, 1, 0, 0, 0]) Gallery examples...Added in version 1.5. delay float, default=1.0 Number of seconds...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_20newsgroups.html
    Sun Jun 29 19:04:29 UTC 2025
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  4. density — scikit-learn 1.7.0 documentation

    between 0 and 1. Examples >>> from scipy import...
    scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.density.html
    Fri Jun 27 15:51:03 UTC 2025
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  5. 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
    Sun Jun 29 19:04:30 UTC 2025
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  6. lars_path — scikit-learn 1.7.0 documentation

    the case method=’lasso’ is: ( 1 / ( 2 * n_samples )) * || y -...Xw ||^ 2_2 + alpha * || w || _1 in the case of method=’lar’, the...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.lars_path.html
    Sun Jun 29 19:04:29 UTC 2025
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  7. 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
    Sun Jun 29 19:04:30 UTC 2025
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  8. 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
    Sun Jun 29 19:04:30 UTC 2025
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  9. make_regression — scikit-learn 1.7.0 documentation

    1.523], [-0.2341, -0.2341], [-0.4694, 0.5425], [ 1.579,...scikit-learn 1.4 Release Highlights for scikit-learn 1.4 On this...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_regression.html
    Sun Jun 29 19:04:30 UTC 2025
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  10. ComplementNB — scikit-learn 1.7.0 documentation

    Added in version 1.2. Changed in version 1.4: The default value...sklearn.naive_bayes. ComplementNB ( * , alpha = 1.0 , force_alpha = True , fit_prior...
    scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.ComplementNB.html
    Sun Jun 29 19:04:29 UTC 2025
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