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  1. Isotonic Regression — scikit-learn 1.8.0 ...

    versionadded:: 1.7 1e-06 n_jobs n_jobs: int, default=None...that is if firstly `n_targets > 1` and secondly `X` is sparse or...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_isotonic_regression.html
    Mon Dec 15 15:02:31 GMT 2025
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  2. f_classif — scikit-learn 1.8.0 documentation

    n_clusters_per_class = 1 , ... shuffle = False , random_state...f_statistic array([2.21e+02, 7.02e-01, 1.70e+00, 9.31e-01, 5.41e+00, 3.25e-01,...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.f_classif.html
    Mon Dec 15 15:02:33 GMT 2025
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  3. TransformedTargetRegressor — scikit-learn...

    reshape ( - 1 , 1 ) >>> y = np . exp...all strings. Added in version 1.0. See also sklearn.preproces...
    scikit-learn.org/stable/modules/generated/sklearn.compose.TransformedTargetRegressor.html
    Mon Dec 15 15:02:30 GMT 2025
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  4. mean_gamma_deviance — scikit-learn 1.8.0 ...

    1 , 4 ] >>> y_pred = [...mean_gamma_deviance ( y_true , y_pred ) 1.0568... On this page This Page...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_gamma_deviance.html
    Mon Dec 15 15:02:31 GMT 2025
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  5. Release Highlights for scikit-learn 1.0 —...

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...import make_pipeline y = [ 1 , 0 , 1 ] pipe = make_pipeline ( preprocessor...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_0_0.html
    Mon Dec 15 15:02:31 GMT 2025
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  6. Release Highlights for scikit-learn 1.7 —...

    deprecated:: 1.8 `penalty` was deprecated in version 1.8 and will...with `0 = l1_ratio = 1`. Setting `l1_ratio=1` gives a pure L1-penalty,...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_7_0.html
    Mon Dec 15 15:02:30 GMT 2025
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  7. available_if — scikit-learn 1.8.0 documen...

    >>> obj = HelloIfEven ( 1 ) >>> hasattr ( obj ,...
    scikit-learn.org/stable/modules/generated/sklearn.utils.metaestimators.available_if.html
    Mon Dec 15 15:02:31 GMT 2025
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  8. fetch_openml — scikit-learn 1.8.0 documen...

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...Added in version 1.2. Changed in version 1.4: The default value...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_openml.html
    Mon Dec 15 15:02:31 GMT 2025
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  9. ComplementNB — scikit-learn 1.8.0 documen...

    Added in version 1.2. Changed in version 1.4: The default value...sklearn.naive_bayes. ComplementNB ( * , alpha = 1.0 , force_alpha = True , fit_prior...
    scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.ComplementNB.html
    Mon Dec 15 15:02:33 GMT 2025
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  10. ExpSineSquared — scikit-learn 1.8.0 docum...

    ExpSineSquared ( length_scale = 1.0 , periodicity = 1.0 , length_scale_bounds...ExpSineSquared ( length_scale = 1 , periodicity = 1 ) >>> gpr =...
    scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.ExpSineSquared.html
    Mon Dec 15 15:02:30 GMT 2025
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