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  1. laplacian_kernel — scikit-learn 1.8.0 documenta...

    [ 1 , 1 , 1 ]] >>> Y = [[ 1 , 0 , 0 ], [ 1 , 1 , 0 ]] >>>...default=None If None, defaults to 1.0 / n_features. Otherwise it should...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.laplacian_kernel.html
    Mon Mar 23 20:39:20 UTC 2026
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  2. make_checkerboard — scikit-learn 1.8.0 document...

    shape[1]) The indicators for cluster membership...for biclustering. References [ 1 ] Kluger, Y., Basri, R., Chang,...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_checkerboard.html
    Mon Mar 23 20:39:20 UTC 2026
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  3. rbf_kernel — scikit-learn 1.8.0 documentation

    [ 1 , 1 , 1 ]] >>> Y = [[ 1 , 0 , 0 ], [ 1 , 1 , 0 ]] >>>...default=None If None, defaults to 1.0 / n_features. Returns : kernel...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.rbf_kernel.html
    Mon Mar 23 20:39:23 UTC 2026
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  4. GradientBoostingRegressor — scikit-learn 1.8.0 ...

    1 , n_estimators = 100 , subsample = 1.0 , criterion...in the range [1, inf) . subsample float, default=1.0 The fraction...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingRegressor.html
    Mon Mar 23 20:39:23 UTC 2026
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  5. RandomForestRegressor — scikit-learn 1.8.0 docu...

    min_samples_leaf = 1 , min_weight_fraction_leaf = 0.0 , max_features = 1.0 ,...e.g. 0.3. Changed in version 1.1: The default of max_features...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestRegressor.html
    Mon Mar 23 20:39:20 UTC 2026
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  6. LassoLarsCV — scikit-learn 1.8.0 documentation

    means 1 unless in a joblib.parallel_backend context. -1 means...optimization objective for Lasso is: ( 1 / ( 2 * n_samples )) * || y -...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoLarsCV.html
    Mon Mar 23 20:39:20 UTC 2026
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  7. sort_graph_by_row_values — scikit-learn 1.8.0 d...

    1. ], ... [ 3. , 0. , 2. ], ... [ 1. , 2. , 0. ]])...>>> X . data array([3., 1., 3., 2., 1., 2.]) >>> X_ = sort_graph_by_row_values...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.sort_graph_by_row_values.html
    Mon Mar 23 20:39:20 UTC 2026
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  8. Perceptron — scikit-learn 1.8.0 documentation

    l1_ratio <= 1 . l1_ratio=0 corresponds to L2 penalty, l1_ratio=1 to L1....means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.Perceptron.html
    Mon Mar 23 20:39:20 UTC 2026
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  9. RepeatedStratifiedKFold — scikit-learn 1.8.0 do...

    array ([[ 1 , 2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ]])...>>> y = np . array ([ 0 , 0 , 1 , 1 ]) >>> rskf = RepeatedStratifiedKF...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.RepeatedStratifiedKFold.html
    Mon Mar 23 20:39:23 UTC 2026
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  10. DictVectorizer — scikit-learn 1.8.0 documentation

    [{ 'foo' : 1 , 'bar' : 2 }, { 'foo' : 3 , 'baz' : 1 }] >>> X =...) >>> X array([[2., 0., 1.], [0., 1., 3.]]) >>> v . inverse_transform...
    scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.DictVectorizer.html
    Mon Mar 23 20:39:21 UTC 2026
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