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  1. IsolationForest example — scikit-learn 1....

    2 ) @ covariance + np . array ([ 2 , 2 ]) # general...randn ( n_samples , 2 ) + np . array ([ - 2 , - 2 ]) # spherical outliers...
    scikit-learn.org/stable/auto_examples/ensemble/plot_isolation_forest.html
    Mon Feb 23 17:51:56 GMT 2026
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  2. MultiTaskLasso — scikit-learn 1.8.0 docum...

    2 ], [ 2 , 4 ]], [[ 0 , 0 ], [ 1 , 1 ], [ 2 , 3 ]]) ...Lasso is: ( 1 / ( 2 * n_samples )) * || Y - XW ||^ 2 _Fro + alpha...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskLasso.html
    Mon Feb 23 17:51:57 GMT 2026
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  3. SVM Margins Example — scikit-learn 1.8.0 ...

    2 ) - [ 2 , 2 ], np . random . randn ( 20 , 2 ) + [ 2 , 2...This is sqrt(1+a^2) away vertically in # 2-d. margin = 1 / np...
    scikit-learn.org/stable/auto_examples/svm/plot_svm_margin.html
    Mon Feb 23 17:51:55 GMT 2026
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  4. 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
      66.3K bytes
     
  5. 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 23 17:51:57 GMT 2026
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  6. classification_report &#8212; scikit-learn 1.8....

    2 , 2 , 2 ] &gt;&gt;&gt; y_pred = [ 0 , 0 , 2 , 2 , 1 ]...sample_weight = None , digits = 2 , output_dict = False , zero_division...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html
    Mon Feb 23 17:51:56 GMT 2026
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  7. Hybrid Cloud - Articles - IBM Developer

    of 2 pages 1 2 of 2 pages Previous page Next...use case we introduced in Part 2. Edge computing Article Threat...
    developer.ibm.com/depmodels/hybrid-cloud/articles/
    Mon Feb 02 13:03:12 GMT 2026
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  8. mutual_info_regression &#8212; scikit-learn 1.8...

    [ 2 ] ( 1 , 2 ) A. Kraskov, H. Stogbauer...neighbors distances as described in [2] and [3] . Both methods are based...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.mutual_info_regression.html
    Mon Feb 23 17:51:56 GMT 2026
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  9. Multi-dimensional scaling &#8212; scikit-learn ...

    X_true ** 2 ) . sum ()) / np . sqrt (( X_nmds ** 2 ) . sum ())...X_true = rng . randint ( 0 , 20 , 2 * n_samples ) . astype ( float...
    scikit-learn.org/stable/auto_examples/manifold/plot_mds.html
    Mon Feb 23 17:51:55 GMT 2026
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  10. VotingClassifier &#8212; scikit-learn 1.8.0 doc...

    [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2 , 1 ], [ 3...3 , 2 ]]) &gt;&gt;&gt; y = np . array ([ 1 , 1 , 1 , 2 , 2 , 2...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.VotingClassifier.html
    Mon Feb 23 17:51:57 GMT 2026
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