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  1. SimpleImputer — scikit-learn 1.6.1 documentation

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...Added in version 1.2. Changed in version 1.6: Currently, when...
    scikit-learn.org/stable/modules/generated/sklearn.impute.SimpleImputer.html
    Sat Apr 19 00:31:21 UTC 2025
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  2. GammaRegressor — scikit-learn 1.6.1 documentation

    alpha = 1.0 , fit_intercept = True , solver...Parameters : alpha float, default=1 Constant that multiplies the L2...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.GammaRegressor.html
    Sat Apr 19 00:31:22 UTC 2025
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  3. HuberRegressor — scikit-learn 1.6.1 documentation

    epsilon = 1.35 , max_iter = 100 , alpha =...Parameters : epsilon float, default=1.35 The parameter epsilon controls...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.HuberRegressor.html
    Sat Apr 19 00:31:22 UTC 2025
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  4. mean_gamma_deviance — scikit-learn 1.6.1 docume...

    1 , 4 ] >>> y_pred = [ 0.5 , 0.5...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
    Sat Apr 19 00:31:22 UTC 2025
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  5. DetCurveDisplay — scikit-learn 1.6.1 documentation

    y_true is in {-1, 1} or {0, 1}, pos_label is set to 1, otherwise...y_true is in {-1, 1} or {0, 1}, pos_label is set to 1, otherwise...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.DetCurveDisplay.html
    Sat Apr 19 00:31:21 UTC 2025
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  6. Prediction Intervals for Gradient Boosting Regr...

    common_params ) all_models [ "q %1.2f " % alpha ] = gbr . fit ( X_train...0.5 , 0.95 ]: metrics [ "pbl= %1.2f " % alpha ] = mean_pinball_loss...
    scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_quantile.html
    Sat Apr 19 00:31:21 UTC 2025
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  7. DictVectorizer — scikit-learn 1.6.1 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
    Sat Apr 19 00:31:22 UTC 2025
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  8. Nearest Centroid Classification — scikit-learn ...

    1 ], c = y , cmap = cmap_bold ,...
    scikit-learn.org/stable/auto_examples/neighbors/plot_nearest_centroid.html
    Sat Apr 19 00:31:21 UTC 2025
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  9. OrthogonalMatchingPursuitCV — scikit-learn 1.6....

    means 1 unless in a joblib.parallel_backend context. -1 means...all strings. Added in version 1.0. See also orthogonal_mp Solves...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuitCV.html
    Sat Apr 19 00:31:22 UTC 2025
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  10. IterativeImputer — scikit-learn 1.6.1 documenta...

    is met once max(abs(X_t - X_{t-1}))/max(abs(X[known_vals])) < tol...data types. Added in version 1.3. imputation_order {‘ascending’,...
    scikit-learn.org/stable/modules/generated/sklearn.impute.IterativeImputer.html
    Sat Apr 19 00:31:22 UTC 2025
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