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  1. MeanShift — scikit-learn 1.7.0 documentation

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7...clustering . labels_ array([1, 1, 1, 0, 0, 0]) >>> clustering ....
    scikit-learn.org/stable/modules/generated/sklearn.cluster.MeanShift.html
    Fri Jul 11 17:08:41 UTC 2025
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  2. RFE — scikit-learn 1.7.0 documentation

    ranking_ array([1, 1, 1, 1, 1, 6, 4, 3, 2, 5]) decision_function...float, default=1 If greater than or equal to 1, then step corresponds...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFE.html
    Fri Jul 11 17:08:41 UTC 2025
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  3. minmax_scale — scikit-learn 1.7.0 documentation

    1 , 2 ], [ - 1 , 0 , 1 ]] >>> minmax_scale...independently array([[0., 1., 1.], [1., 0., 0.]]) >>> minmax_scale...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.minmax_scale.html
    Fri Jul 11 17:08:38 UTC 2025
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  4. Nystroem — scikit-learn 1.7.0 documentation

    means 1 unless in a joblib.parallel_backend context. -1 means...all strings. Added in version 1.0. See also AdditiveChi2Sampler...
    scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.Nystroem.html
    Fri Jul 11 17:08:41 UTC 2025
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  5. BayesianGaussianMixture — scikit-learn 1.7.0 do...

    array ([[ 1 , 2 ], [ 1 , 4 ], [ 1 , 0 ], [ 4 , 2 ], [...mixtures”. Bayesian analysis 1.1 Examples >>> import numpy as...
    scikit-learn.org/stable/modules/generated/sklearn.mixture.BayesianGaussianMixture.html
    Fri Jul 11 17:08:41 UTC 2025
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  6. FunctionTransformer — scikit-learn 1.7.0 docume...

    Added in version 1.1. kw_args dict, default=None Dictionary...) array([[0. , 0.6931], [1.0986, 1.3862]]) fit ( X , y = None...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.FunctionTransformer.html
    Fri Jul 11 17:08:41 UTC 2025
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  7. OutputCodeClassifier — scikit-learn 1.7.0 docum...

    means 1 unless in a joblib.parallel_backend context. -1 means...( estimator , * , code_size = 1.5 , random_state = None , n_jobs...
    scikit-learn.org/stable/modules/generated/sklearn.multiclass.OutputCodeClassifier.html
    Fri Jul 11 17:08:41 UTC 2025
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  8. CalibrationDisplay — scikit-learn 1.7.0 documen...

    pos_label is set to 1. Added in version 1.1. name str, default=None...estimators.classes_[1] when using from_estimator and set to 1 when using...
    scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibrationDisplay.html
    Fri Jul 11 17:08:39 UTC 2025
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  9. MLPRegressor — scikit-learn 1.7.0 documentation

    1 , beta_1 = 0.9 , beta_2 = 0.999 ,...sigmoid function, returns f(x) = 1 / (1 + exp(-x)). ‘tanh’, the hyperbolic...
    scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html
    Fri Jul 11 17:08:41 UTC 2025
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  10. IsotonicRegression — scikit-learn 1.7.0 documen...

    1 , .2 ]) array([1.8628, 3.7256]) fit (...n_samples = 10 , n_features = 1 , random_state = 41 ) >>> iso_reg...
    scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html
    Fri Jul 11 17:08:39 UTC 2025
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