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  1. Version 1.4 — scikit-learn 1.4.1 documentation

    Version 1.4.1.post1 February 2024 Note The 1.4.1.post1 release...the software. Version 1.4 Version 1.4.1.post1 Metadata Routing...
    scikit-learn.org/stable/whats_new/v1.4.html Cache Similar Results (1)
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  2. sklearn.neighbors.LocalOutlierFactor — scikit-l...

    () array([[1., 0., 1.], [0., 1., 1.], [1., 0., 1.]]) predict...fit_predict ( X ) array([ 1, 1, -1, 1]) >>> clf . negative_outlier_factor_...
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  3. 1.5. Stochastic Gradient Descent — scikit-learn...

    Practical Use 1.5.8. Mathematical formulation 1.5.8.1. SGD 1.5.9. Implementation...the software. 1.5. Stochastic Gradient Descent 1.5.1. Classification...
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  4. Roadmap — scikit-learn 1.4.1 documentation

    Menu Prev Up Next scikit-learn 1.4.1 Other versions Please cite us...cross-version safety from version 1.0. Note: Gael and Olivier think...
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  5. sklearn.decomposition.SparseCoder — scikit-lear...

    1 , 0 ], ... [ - 1 , - 1 , 2 ], ... [ 1 , 1 , 1 ], ......>>> X = np . array ([[ - 1 , - 1 , - 1 ], [ 0 , 0 , 3 ]]) >>> dictionary...
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  6. sklearn.ensemble.VotingClassifier — scikit-lear...

    ([[ - 1 , - 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2...2 , 1 ], [ 3 , 2 ]]) >>> y = np . array ([ 1 , 1 , 1 , 2 , 2...
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  7. sklearn.preprocessing.OrdinalEncoder — scikit-l...

    inverse_transform ([[ 1 , 0 ], [ 0 , 1 ]]) array([['Male', 1], ['Female',... =- 1 ) . fit_transform ( X ) array([[ 1., 0.], [ 0., 1.], [...
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  8. sklearn.base.ClassifierMixin — scikit-learn 1.4...

    predict ( X ) array([1, 1, 1]) >>> estimator . score ( X...Menu Prev Up Next scikit-learn 1.4.1 Other versions Please cite us...
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  9. sklearn.preprocessing.PowerTransformer — scikit...

    [[-1.316... -0.707...] [ 0.209... -0.707...] [ 1.106... 1.414...]]...X_trans * lambda_ + 1 ) ** ( 1 / lambda_ ) - 1 elif X < 0 and lambda_...
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  10. sklearn.decomposition.NMF — scikit-learn 1.4.1 ...

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 3 , 1.2 ], [ 4 , 1 ], [ 5 , 0.8...Menu Prev Up Next scikit-learn 1.4.1 Other versions Please cite us...
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