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  1. 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
    Fri Dec 20 11:14:19 UTC 2024
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  2. Normalizer — scikit-learn 1.6.0 documentation

    1 , 2 , 2 ], ... [ 1 , 3 , 9 , 3 ], ... [...0.4, 0.4], [0.1, 0.3, 0.9, 0.3], [0.5, 0.7, 0.5, 0.1]]) fit ( X...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.Normalizer.html
    Fri Dec 20 11:14:14 UTC 2024
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  3. 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
    Fri Dec 20 11:14:16 UTC 2024
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  4. GaussianProcessClassifier — scikit-learn 1.6.0 ...

    1, 3.2, and 5.1 from [RW2006] . Internally,...None is passed, the kernel “1.0 * RBF(1.0)” is used as default. Note...
    scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.GaussianProcessClassifier.html
    Fri Dec 20 11:14:16 UTC 2024
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  5. 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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  6. DecisionTreeRegressor — scikit-learn 1.6.0 docu...

    1: monotonic increase 0: no constraint -1: monotonic...min_samples_split = 2 , min_samples_leaf = 1 , min_weight_fraction_leaf = 0.0...
    scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeRegressor.html
    Fri Dec 20 11:14:14 UTC 2024
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  7. 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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  8. binarize — scikit-learn 1.6.0 documentation

    1., 0.], [1., 0., 0.]]) On this page...are replaced by 0, above it by 1. Threshold may not be less than...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.binarize.html
    Fri Dec 20 11:14:14 UTC 2024
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  9. ShrunkCovariance — scikit-learn 1.6.0 documenta...

    1 ) [source] # Covariance estimator...computation. shrinkage float, default=0.1 Coefficient in the convex combination...
    scikit-learn.org/stable/modules/generated/sklearn.covariance.ShrunkCovariance.html
    Fri Dec 20 11:14:14 UTC 2024
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  10. QuantileTransformer — scikit-learn 1.6.0 docume...

    Added in version 1.5: The option None to disable...all strings. Added in version 1.0. See also quantile_transform...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.QuantileTransformer.html
    Fri Dec 20 11:14:16 UTC 2024
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