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  1. RobustScaler — scikit-learn 1.6.0 documentation

    [[ 1. , - 2. , 2. ], ... [ - 2. , 1. , 3. ], ... [ 4. , 1. ,..., -2. , 0. ], [-1. , 0. , 0.4], [ 1. , 0. , -1.6]]) fit ( X ,...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.RobustScaler.html
    Fri Dec 20 11:14:14 UTC 2024
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  2. IsotonicRegression — scikit-learn 1.6.0 documen...

    1 , .2 ]) array([1.8628..., 3.7256...])...n_samples = 10 , n_features = 1 , random_state = 41 ) >>> iso_reg...
    scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html
    Fri Dec 20 11:14:14 UTC 2024
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  3. ParameterGrid — scikit-learn 1.6.0 documentation

    [{ 'a' : 1 , 'b' : True }, { 'a' : 1 , 'b' : False },...( grid )[ 1 ] == { 'kernel' : 'rbf' , 'gamma' : 1 } True On this...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.ParameterGrid.html
    Fri Dec 20 11:14:14 UTC 2024
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  4. CategoricalNB — scikit-learn 1.6.0 documentation

    Added in version 1.2. Changed in version 1.4: The default value... CategoricalNB ( * , alpha = 1.0 , force_alpha = True , fit_prior...
    scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.CategoricalNB.html
    Fri Dec 20 11:14:14 UTC 2024
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  5. RationalQuadratic — scikit-learn 1.6.0 document...

    RationalQuadratic ( length_scale = 1.0 , alpha = 1.0 , length_scale_bounds...RationalQuadratic ( length_scale = 1.0 , alpha = 1.5 ) >>> gpc = GaussianProcessClass...
    scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.RationalQuadratic.html
    Fri Dec 20 11:14:14 UTC 2024
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  6. Pipeline — scikit-learn 1.7.dev0 documentation

    version 1.5: Xt was deprecated in 1.5 and will be removed in 1.7....ing=True) . Added in version 1.6. memory str or object with the...
    scikit-learn.org/dev/modules/generated/sklearn.pipeline.Pipeline.html
    Mon Dec 09 18:03:46 UTC 2024
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  7. Examples — scikit-learn 1.7.dev0 documentation

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...scikit-learn 1.6 Release Highlights for scikit-learn 1.6 Release...
    scikit-learn.org/dev/auto_examples/index.html
    Mon Dec 23 08:41:45 UTC 2024
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  8. OneToOneFeatureMixin — scikit-learn 1.6.0 docum...

    This mixin assumes there’s a 1-to-1 correspondence between input...shape [ 1 ] ... return self >>> X = np . array ([[ 1 , 2 ], [...
    scikit-learn.org/stable/modules/generated/sklearn.base.OneToOneFeatureMixin.html
    Mon Dec 23 08:41:44 UTC 2024
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  9. ParameterSampler — scikit-learn 1.6.0 documenta...

    'a' : 1 }, ... { 'b' : 0.923223 , 'a' : 1 }, ... { 'b' : 1.878964...0 ) >>> param_grid = { 'a' :[ 1 , 2 ], 'b' : expon ()} >>> param_list...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.ParameterSampler.html
    Fri Dec 20 11:14:16 UTC 2024
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  10. SparsePCA — scikit-learn 1.6.0 documentation

    means 1 unless in a joblib.parallel_backend context. -1 means...n_components = None , * , alpha = 1 , ridge_alpha = 0.01 , max_iter...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.SparsePCA.html
    Fri Dec 20 11:14:14 UTC 2024
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