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  1. GroupShuffleSplit — scikit-learn 1.8.0 document...

    0: Train: index=[2 3 4 5 6 7], group=[2 2 2 3 3 3] Test: index=[0...3 3 3] Test: index=[2 3 4], group=[2 2 2] get_metadata_routing...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.GroupShuffleSplit.html
    Mon Mar 23 20:39:21 UTC 2026
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  2. Multilabel classification — scikit-learn 1.8.0 ...

    subplot ( 2 , 2 , subplot ) plt . title ( title..."none" , linewidths = 2 , label = "Class 2" , ) plot_hyperplane...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_multilabel.html
    Mon Mar 23 20:39:21 UTC 2026
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  3. make_gaussian_quantiles — scikit-learn 1.8.0 do...

    int64(2), np.int64(0), np.int64(1), np.int64(0), np.int64(2)] Gallery...n_samples = 100 , n_features = 2 , n_classes = 3 , shuffle = True...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_gaussian_quantiles.html
    Mon Mar 23 20:39:20 UTC 2026
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  4. Plot randomly generated multilabel dataset — sc...

    1500 * p_c ** 2 , color = COLORS . take ([ 1 , 2 , 4 ]), ) ax...means the class is present: 1 2 3 Color Y N N Red N Y N Blue N...
    scikit-learn.org/stable/auto_examples/datasets/plot_random_multilabel_dataset.html
    Mon Mar 23 20:39:22 UTC 2026
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  5. StratifiedGroupKFold — scikit-learn 1.8.0 docum...

    index=[ 0 1 2 3 15 16] group=[1 1 2 2 8 8] Fold 2: Train: index=[...index=[ 0 1 2 3 7 8 9 10 11 15 16] group=[1 1 2 2 4 5 5 5 5 8...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.StratifiedGroupKFold.html
    Mon Mar 23 20:39:20 UTC 2026
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  6. cluster_optics_xi — scikit-learn 1.8.0 document...

    2 ], [ 2 , 5 ], [ 3 , 6 ], ... [ 8...samples (rounded to be at least 2). min_cluster_size int > 1 or...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.cluster_optics_xi.html
    Mon Mar 23 20:39:23 UTC 2026
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  7. LeavePGroupsOut — scikit-learn 1.8.0 documentation

    group=[2] Test: index=[0 2], group=[1 3] Fold 2: Train: index=[0],...array ([ 1 , 2 , 1 ]) >>> groups = np . array ([ 1 , 2 , 3 ]) >>>...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeavePGroupsOut.html
    Mon Mar 23 20:39:21 UTC 2026
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  8. SQL evaluation framework for accurate query ass...

    This results in 2 2 −1 (excluding the empty set)...DESC LIMIT 10 ; Copy code Query 2 SELECT userid, firstname || '...
    developer.ibm.com/articles/awb-sql-evaluation-llm-generated-sql-queries/
    Tue Mar 17 04:32:41 UTC 2026
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  9. One-class SVM with non-linear kernel (RBF) — sc...

    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 Mar 23 20:39:20 UTC 2026
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  10. Sparse coding with a precomputed dictionary — s...

    ) ** 2 / width ** 2 ) * np . exp ( - (( x - center ) ** 2 ) /.../ ( 2 * width ** 2 )) ) return x def ricker_matrix ( width , resolution...
    scikit-learn.org/stable/auto_examples/decomposition/plot_sparse_coding.html
    Mon Mar 23 20:39:20 UTC 2026
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