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  1. MDS — scikit-learn 1.8.0 documentation

    n_init will change from 4 to 1 in version 1.9. init {‘random’, ‘classical_mds’},...Added in version 1.8. Changed in version 1.10: The default value...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.MDS.html
    Mon Mar 23 20:39:21 UTC 2026
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  2. root_mean_squared_error — scikit-learn 1.8.0 do...

    1 ],[ - 1 , 1 ],[ 7 , - 6 ]] >>> y_pred...User Guide . Added in version 1.4. Parameters : y_true array-like...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.root_mean_squared_error.html
    Mon Mar 23 20:39:23 UTC 2026
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  3. PartialDependenceDisplay — scikit-learn 1.8.0 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
    Mon Mar 23 20:39:21 UTC 2026
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  4. OAS — scikit-learn 1.8.0 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
    Mon Mar 23 20:39:21 UTC 2026
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  5. lars_path — scikit-learn 1.8.0 documentation

    the case method=’lasso’ is: ( 1 / ( 2 * n_samples )) * || y -...equation (see discussion in [1] ). Read more in the User Guide...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.lars_path.html
    Mon Mar 23 20:39:20 UTC 2026
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  6. d2_pinball_score — scikit-learn 1.8.0 documenta...

    Added in version 1.1. Parameters : y_true array-like...d2_pinball_score >>> y_true = [ 1 , 2 , 3 ] >>> y_pred = [ 1 , 3 , 3 ] >>> d2_pinball_score...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_pinball_score.html
    Mon Mar 23 20:39:20 UTC 2026
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  7. BaseEstimator — scikit-learn 1.8.0 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
    Mon Mar 23 20:39:20 UTC 2026
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  8. Isomap — scikit-learn 1.8.0 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
    Mon Mar 23 20:39:23 UTC 2026
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  9. indexable — scikit-learn 1.8.0 documentation

    [ 1 , 2 , 3 ], np . array ([ 2 , 3...>>> indexable ( * iterables ) [[1, 2, 3], array([2, 3, 4]), None,...
    scikit-learn.org/stable/modules/generated/sklearn.utils.indexable.html
    Mon Mar 23 20:39:23 UTC 2026
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  10. load_svmlight_files — scikit-learn 1.8.0 docume...

    shape[1] == X_test.shape[1]). This may not be the...query_id=False , offset=0 , length=-1 ) [source] # Load dataset from...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.load_svmlight_files.html
    Mon Mar 23 20:39:23 UTC 2026
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