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  1. QuantileRegressor — scikit-learn 1.8.0 document...

    alpha = 1.0 , fit_intercept = True , solver...User Guide . Added in version 1.0. Parameters : quantile float,...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.QuantileRegressor.html
    Mon Mar 23 20:39:21 UTC 2026
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  2. 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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  3. FactorAnalysis — scikit-learn 1.8.0 documentation

    Added in version 1.0. See also PCA Principal component...Machine Learning, Algorithm 21.1. Christopher M. Bishop: Pattern...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.FactorAnalysis.html
    Mon Mar 23 20:39:23 UTC 2026
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  4. Monotonic Constraints — scikit-learn 1.8.0 docu...

    versionchanged:: 1.1 Added option 'quantile'. .. versionchanged:: 1.3 Added...versionchanged:: 1.1 Added option 'quantile'. .. versionchanged:: 1.3 Added...
    scikit-learn.org/stable/auto_examples/ensemble/plot_monotonic_constraints.html
    Mon Mar 23 20:39:21 UTC 2026
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  5. PLSSVD — scikit-learn 1.8.0 documentation

    1 , - 0.2 ], ... [ 0.9 , 1.1 ], ... [ 6.2 , 5.9...np . array ([[ 0. , 0. , 1. ], ... [ 1. , 0. , 0. ], ... [ 2. ,...
    scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.PLSSVD.html
    Mon Mar 23 20:39:20 UTC 2026
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  6. StackingClassifier — scikit-learn 1.8.0 documen...

    in version 1.1: The ‘prefit’ option was added in 1.1 Note A larger...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.StackingClassifier.html
    Mon Mar 23 20:39:20 UTC 2026
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  7. validation_curve — scikit-learn 1.8.0 documenta...

    means 1 unless in a joblib.parallel_backend context. -1 means...GroupKFold ). Changed in version 1.6: groups can only be passed if...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.validation_curve.html
    Mon Mar 23 20:39:21 UTC 2026
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  8. Older Versions — scikit-learn 1.8.0 documentation

    1 Meng Xinfan 1 Rob Zinkov 1 Shiqiao 1 Udi Weinsberg 1 Virgile...Cournapeau 1 Keith Goodman 1 Ludwig Schwardt 1 Olivier Hervieu 1 Sergio...
    scikit-learn.org/stable/whats_new/older_versions.html
    Tue Mar 17 03:44:36 UTC 2026
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  9. KernelRidge — scikit-learn 1.8.0 documentation

    alpha = 1.0 ) >>> krr . fit ( X , y ) KernelRidge(alpha=1.0) fit...sklearn.kernel_ridge. KernelRidge ( alpha = 1 , * , kernel = 'linear' , gamma...
    scikit-learn.org/stable/modules/generated/sklearn.kernel_ridge.KernelRidge.html
    Mon Mar 23 20:39:21 UTC 2026
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  10. GridSearchCV — scikit-learn 1.8.0 documentation

    means 1 unless in a joblib.parallel_backend context. -1 means...0.70 … 4 ‘rbf’ 0.1 – 0.80 … 3 ‘rbf’ 0.2 – 0.93 … 1 will be represented...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html
    Mon Mar 23 20:39:21 UTC 2026
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