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  1. indexable — scikit-learn 1.8.0 documentation

    2 , 3 ], np . array ([ 2 , 3 , 4 ]), None ,...indexable ( * iterables ) [[1, 2, 3], array([2, 3, 4]), None, <...Sparse...dtype...
    scikit-learn.org/stable/modules/generated/sklearn.utils.indexable.html
    Mon Mar 02 11:09:51 UTC 2026
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  2. LocallyLinearEmbedding — scikit-learn 1.8...

    (n_components + 1) / 2 . see reference [2] modified : use the...n_neighbors = 5 , n_components = 2 , reg = 0.001 , eigen_solver =...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.LocallyLinearEmbedding.html
    Mon Mar 09 14:07:57 UTC 2026
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  3. Learn about regression algorithms - IBM Developer

    y = w 0 + w 1 x 1 + w 2 x 2 + .... + w n * x n In the following...regression. y = w 0 + w 1 x 1 + w 2 x 2 1 + .... + w n * x n n Even...
    developer.ibm.com/learningpaths/learning-path-machine-learning-for-developers/learn-regression-al...
    Tue Feb 17 06:25:25 UTC 2026
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  4. Face completion with a multi-output estimators ...

    n_pixels // 2 :] X_test = test [:, : ( n_pixels + 1 ) // 2 ] y_test.... figure ( figsize = ( 2.0 * n_cols , 2.26 * n_faces )) plt ....
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_multioutput_face_completion.html
    Mon Mar 09 14:07:53 UTC 2026
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  5. auc — scikit-learn 1.8.0 documentation

    2 , 2 ]) >>> y_score = np...y_true , y_score , pos_label = 2 ) >>> metrics . auc (...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.auc.html
    Mon Mar 09 14:07:57 UTC 2026
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  6. 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 Mar 09 14:07:57 UTC 2026
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  7. PowerTransformer — scikit-learn 1.8.0 doc...

    2 ], [ 3 , 2 ], [ 4 , 5 ]] >>>...0 and lambda_ != 2 : X_original = 1 - ( - ( 2 - lambda_ ) * X...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.PowerTransformer.html
    Mon Mar 09 14:07:54 UTC 2026
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  8. mutual_info_regression — 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 Mar 09 14:07:54 UTC 2026
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  9. mean_pinball_loss — scikit-learn 1.8.0 do...

    2 , 3 ] >>> mean_pinball_loss...mean_pinball_loss ( y_true , [ 0 , 2 , 3 ], alpha = 0.1 ) 0.03... >>>...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_pinball_loss.html
    Mon Mar 09 14:07:57 UTC 2026
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  10. train_test_split — scikit-learn 1.8.0 doc...

    2 1 4.9 3.0 1.4 0.2 2 4.7 3.2 1.3 0.2 3 4.6 3.1 1.5...73 6.1 2.8 4.7 1.2 18 5.7 3.8 1.7 0.3 118 7.7 2.6 6.9 2.3 78 6.0...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.train_test_split.html
    Mon Mar 09 14:07:53 UTC 2026
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