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  1. Quantile regression — scikit-learn 1.7.1 docume...

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Lagged features...axs [ 1 , 0 ] . set_xlabel ( "Residuals" ) _ = axs [ 1 , 1 ] ....
    scikit-learn.org/stable/auto_examples/linear_model/plot_quantile_regression.html
    Sat Aug 02 00:15:35 UTC 2025
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  2. Compressive sensing: tomography reconstruction ...

    floor_x + 1 )), np . hstack (( 1 - alpha , alpha ))...int ), ( points [ 1 ]) . astype ( int )] = 1 mask = ndimage ....
    scikit-learn.org/stable/auto_examples/applications/plot_tomography_l1_reconstruction.html
    Sat Aug 02 00:15:35 UTC 2025
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  3. is_multilabel — scikit-learn 1.7.1 documentation

    1 , 0 , 1 ]) False >>> is_multilabel ([[ 1 ], [ 0 ,...is_multilabel ( np . array ([[ 1 , 0 ], [ 0 , 0 ]])) True >>> is_multilabel...
    scikit-learn.org/stable/modules/generated/sklearn.utils.multiclass.is_multilabel.html
    Sat Aug 02 00:15:38 UTC 2025
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  4. Getting Started — scikit-learn 1.7.1 documentation

    dataset is easy array([1., 1., 1., 1., 1.]) Automatic parameter...transform ( X ) array([[-1., 1.], [ 1., -1.]]) Sometimes, you want...
    scikit-learn.org/stable/getting_started.html
    Sat Aug 02 00:15:37 UTC 2025
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  5. Label Propagation digits: Active learning — sci...

    support 0 1.00 1.00 1.00 22 1 0.85 1.00 0.92 22 2 1.00 1.00 1.00 28...support 0 1.00 1.00 1.00 22 1 0.85 1.00 0.92 22 2 1.00 1.00 1.00 27...
    scikit-learn.org/stable/auto_examples/semi_supervised/plot_label_propagation_digits_active_learni...
    Sat Aug 02 00:15:37 UTC 2025
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  6. check_consistent_length — scikit-learn 1.7.1 do...

    check_consistent_length >>> a = [ 1 , 2 , 3 ] >>> b = [ 2 , 3 , 4...
    scikit-learn.org/stable/modules/generated/sklearn.utils.check_consistent_length.html
    Sat Aug 02 00:15:35 UTC 2025
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  7. Plotting Learning Curves and Checking Models’ S...

    1 , 1.0 , 5 ), "cv" : ShuffleSplit..."train_sizes" : np . linspace ( 0.1 , 1.0 , 5 ), "cv" : ShuffleSplit...
    scikit-learn.org/stable/auto_examples/model_selection/plot_learning_curve.html
    Sat Aug 02 00:15:37 UTC 2025
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  8. CompoundKernel — scikit-learn 1.7.1 documentation

    theta ) [1.09861229 0.69314718] __call__...
    scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.CompoundKernel.html
    Sat Aug 02 00:15:36 UTC 2025
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  9. Linear and Quadratic Discriminant Analysis with...

    0) and (1, 1) . Each blob is assigned a specific...cov_class_2 + np . array ([ 1 , 1 ]), ] ) y = np . concatenate...
    scikit-learn.org/stable/auto_examples/classification/plot_lda_qda.html
    Sat Aug 02 00:15:35 UTC 2025
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  10. Label Propagation circles: Learning a complex s...

    X [ labels == - 1 , 0 ], X [ labels == - 1 , 1 ], color = "darkorange"...circle), 1 (belonging to the inner circle), and -1 (unknown)....
    scikit-learn.org/stable/auto_examples/semi_supervised/plot_label_propagation_structure.html
    Sat Aug 02 00:15:37 UTC 2025
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