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  1. ExtraTreesRegressor — scikit-learn 1.6.1 docume...

    min_samples_leaf = 1 , min_weight_fraction_leaf = 0.0 , max_features = 1.0 ,...e.g. 0.3. Changed in version 1.1: The default of max_features...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesRegressor.html
    Wed Apr 09 14:12:58 UTC 2025
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  2. AdaBoostClassifier — scikit-learn 1.6.1 documen...

    initialized with max_depth=1 . Added in version 1.2: base_estimator was...the range [1, inf) . learning_rate float, default=1.0 Weight applied...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html
    Wed Apr 09 14:13:00 UTC 2025
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  3. SpectralBiclustering — scikit-learn 1.6.1 docum...

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7...clustering . row_labels_ array([1, 1, 1, 0, 0, 0], dtype=int32) >>>...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralBiclustering.html
    Wed Apr 09 14:12:59 UTC 2025
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  4. 1.15. Isotonic regression — scikit-learn 1.6.1 ...

    Ctrl + K GitHub Choose version 1.15. Isotonic regression # The...non-decreasing real function to 1-dimensional data. It solves the...
    scikit-learn.org/stable/modules/isotonic.html
    Wed Apr 09 14:13:00 UTC 2025
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  5. TransformerMixin — scikit-learn 1.6.1 documenta...

    fit_transform ( X ) array([1, 1, 1]) fit_transform ( X , y = None...__init__ ( self , * , param = 1 ): ... self . param = param ......
    scikit-learn.org/stable/modules/generated/sklearn.base.TransformerMixin.html
    Wed Apr 09 14:12:59 UTC 2025
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  6. IncrementalPCA — scikit-learn 1.6.1 documentation

    ([[ - 1 , - 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], ... [ 1 , 1 ], [...principal components, versus 1 large SVD of complexity O(n_samples...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.IncrementalPCA.html
    Wed Apr 09 14:12:58 UTC 2025
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  7. PartialDependenceDisplay — scikit-learn 1.6.1 d...

    Added in version 1.1: Add the possibility to pass...shape [ 1 ])] >>> deciles = { 0 : np . linspace ( 0 , 1 , num =...
    scikit-learn.org/stable/modules/generated/sklearn.inspection.PartialDependenceDisplay.html
    Wed Apr 09 14:12:59 UTC 2025
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  8. OAS — scikit-learn 1.6.1 documentation

    precision_ array([[ 1.7833..., -1.2431... ], [-1.2431..., 3.3889...]])...the estimator. References [ 1 ] ( 1 , 2 ) “Shrinkage algorithms...
    scikit-learn.org/stable/modules/generated/sklearn.covariance.OAS.html
    Wed Apr 09 14:13:00 UTC 2025
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  9. Isomap — scikit-learn 1.6.1 documentation

    Added in version 1.1. n_components int, default=2...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.Isomap.html
    Wed Apr 09 14:12:59 UTC 2025
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  10. BaseEstimator — scikit-learn 1.6.1 documentation

    array ([ 1 , 0 , 1 ]) >>> estimator . fit ( X ,...__init__ ( self , * , param = 1 ): ... self . param = param ......
    scikit-learn.org/stable/modules/generated/sklearn.base.BaseEstimator.html
    Wed Apr 09 14:12:58 UTC 2025
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