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  1. shuffle — scikit-learn 1.8.0 documentation

    [2., 1.], [1., 0.]]) >>> y array([2, 1, 0]) >>>...= np . array ([[ 1. , 0. ], [ 2. , 1. ], [ 0. , 0. ]]) >>>...
    scikit-learn.org/stable/modules/generated/sklearn.utils.shuffle.html
    Mon Feb 02 09:23:44 GMT 2026
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  2. cluster_optics_xi — scikit-learn 1.8.0 do...

    2 ], [ 2 , 5 ], [ 3 , 6 ], ... [ 8...samples (rounded to be at least 2). min_cluster_size int > 1...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.cluster_optics_xi.html
    Mon Feb 02 09:23:44 GMT 2026
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  3. zero_one_loss — scikit-learn 1.8.0 docume...

    2 , 3 , 4 ] >>> y_true = [ 2 , 2 , 3 , 4 ]...], [ 1 , 1 ]]), np . ones (( 2 , 2 ))) 0.5 On this page This Page...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.zero_one_loss.html
    Mon Feb 02 09:23:44 GMT 2026
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  4. One-class SVM with non-linear kernel (RBF) &#82...

    2 ) X_train = np . r_ [ X + 2 , X - 2 ] # Generate...randn ( 20 , 2 ) X_test = np . r_ [ X + 2 , X - 2 ] # Generate...
    scikit-learn.org/stable/auto_examples/svm/plot_oneclass.html
    Mon Feb 02 09:23:44 GMT 2026
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  5. plot_classifier_comparison.zip

    make_classification( n_features=2, n_redundant=0, n_informative=2, random_state=1,...rng = np.random.RandomState(2) X += 2 * rng.uniform(size=X.shape)...
    scikit-learn.org/stable/_downloads/ce35bcc69acbd491cf7ac77fa17889d5/plot_classifier_comparison.zip
    Mon Jan 12 10:07:38 GMT 2026
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  6. plot_release_highlights_1_7_0.rst.txt

    id="sk-estimator-id-2" type="checkbox" ><label for="sk-estimator-id-2" clas...#sk-container-id-2 pre { padding: 0; } #sk-container-id-2 input.sk-hidden--visually...
    scikit-learn.org/stable/_sources/auto_examples/release_highlights/plot_release_highlights_1_7_0.r...
    Fri Dec 05 17:52:54 GMT 2025
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  7. feature_extraction.rst.txt

    2.0986]}{\sqrt{\big(3^2 + 0^2 + 2.0986^2\big)}} = [...(one_image, (2, 2)) >>> patches.shape (9, 2, 2, 3) >>> patches[4,...
    scikit-learn.org/stable/_sources/modules/feature_extraction.rst.txt
    Mon Jan 26 11:09:12 GMT 2026
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  8. RegressorChain &#8212; scikit-learn 1.8.0 docum...

    2 ], [ 1 , 1 ], [ 2 , 0 ]] &gt;&gt;&gt; chain...predict ( X ) array([[0., 2.], [1., 1.], [2., 0.]]) fit ( X , Y ,...
    scikit-learn.org/stable/modules/generated/sklearn.multioutput.RegressorChain.html
    Mon Feb 02 09:23:44 GMT 2026
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  9. make_friedman2 &#8212; scikit-learn 1.8.0 docum...

    0 ] ** 2 + ( X [:, 1 ] * X [:, 2 ] - 1 / ( X [:, 1...[source] # Generate the “Friedman #2” regression problem. This dataset...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_friedman2.html
    Mon Feb 02 09:23:44 GMT 2026
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  10. manhattan_distances &#8212; scikit-learn 1.8.0 ...

    2 ], [ 3 , 4 ]], [[ 1 , 2 ], [ 0 , 3 ]]) array([[0., 2.],...manhattan_distances ([[ 3 ]], [[ 2 ]]) array([[1.]]) &gt;&gt;&gt;...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.manhattan_distances.html
    Mon Feb 02 09:23:44 GMT 2026
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