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  1. Sum — scikit-learn 1.8.0 documentation

    y ) 1.0 >>> kernel 1.41**2 + RBF(length_scale=1) __call__...
    scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.Sum.html
    Mon Mar 23 20:39:21 UTC 2026
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  2. load_wine — scikit-learn 1.8.0 documentation

    1, 2]) >>> list ( data . target_names...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.load_wine.html
    Mon Mar 23 20:39:20 UTC 2026
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  3. Nearest Neighbors regression — scikit-learn 1.8...

    1 , i + 1 ) plt . scatter ( X_train...sort ( 5 * rng . rand ( 40 , 1 ), axis = 0 ) X_test = np . linspace...
    scikit-learn.org/stable/auto_examples/neighbors/plot_regression.html
    Mon Mar 23 20:39:22 UTC 2026
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  4. Incremental PCA — scikit-learn 1.8.0 documentation

    scatterpoints = 1 ) plt . axis ([ - 4 , 4 , - 1.5 , 1.5 ]) plt . show...target_name in zip ( colors , [ 0 , 1 , 2 ], iris . target_names ):...
    scikit-learn.org/stable/auto_examples/decomposition/plot_incremental_pca.html
    Mon Mar 23 20:39:20 UTC 2026
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  5. cross_val_score — scikit-learn 1.8.0 documentation

    means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn 1.3 Release Highlights for scikit-learn 1.3 SVM-Anova:...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_score.html
    Mon Mar 23 20:39:20 UTC 2026
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  6. Quantile regression — scikit-learn 1.8.0 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
    Mon Mar 23 20:39:20 UTC 2026
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  7. Getting Started — scikit-learn 1.8.0 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
    Mon Mar 23 20:39:23 UTC 2026
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  8. SGD: Penalties — scikit-learn 1.8.0 documentation

    [( - 1 , - 1 )], ) plt . clabel ( l2_contour , inline = 1 , fontsize...18 , fmt = { 1.0 : "L2" }, manual = [( - 1 , - 1 )]) plt . clabel...
    scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_penalties.html
    Mon Mar 23 20:39:20 UTC 2026
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  9. Product — scikit-learn 1.8.0 documentation

    y ) 1.0 >>> kernel 1.41**2 * RBF(length_scale=1) __call__...
    scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.Product.html
    Mon Mar 23 20:39:20 UTC 2026
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  10. cross_val_predict — scikit-learn 1.8.0 document...

    means 1 unless in a joblib.parallel_backend context. -1 means...GroupKFold ). Changed in version 1.4: groups can only be passed if...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_predict.html
    Mon Mar 23 20:39:23 UTC 2026
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