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  1. column_or_1d — scikit-learn 1.8.0 documen...

    >>> column_or_1d ([ 1 , 1 ]) array([1, 1]) On this page This...type for y . Added in version 1.2. input_name str, default=”y”...
    scikit-learn.org/stable/modules/generated/sklearn.utils.validation.column_or_1d.html
    Mon Feb 02 09:23:44 GMT 2026
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  2. IncrementalPCA — scikit-learn 1.8.0 docum...

    ([[ - 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
    Mon Feb 02 09:23:44 GMT 2026
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  3. accuracy_score — scikit-learn 1.8.0 docum...

    1 ], [ 1 , 1 ]]), np . ones (( 2 , 2...= [ 0 , 2 , 1 , 3 ] >>> y_true = [ 0 , 1 , 2 , 3 ] >>>...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.accuracy_score.html
    Mon Feb 02 09:23:44 GMT 2026
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  4. ExtraTreesRegressor — scikit-learn 1.8.0 ...

    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
    Mon Feb 02 09:23:44 GMT 2026
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  5. inplace_csr_row_normalize_l1 — scikit-lea...

    1 , 2 , 3 ]) >>> data = np . array ([ 1.0 , 2.0...0. ], [0. , 0. , 1. , 0. ], [0. , 0. , 0. , 1. ]]) On this page...
    scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs_fast.inplace_csr_row_normaliz...
    Mon Jan 26 14:16:29 GMT 2026
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  6. ClusterMixin — scikit-learn 1.8.0 documen...

    fit_predict ( X ) array([1, 1, 1]) fit_predict ( X , y = None...return self >>> X = [[ 1 , 2 ], [ 2 , 3 ], [ 3 , 4 ]] >>>...
    scikit-learn.org/stable/modules/generated/sklearn.base.ClusterMixin.html
    Mon Feb 02 09:23:44 GMT 2026
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  7. make_sparse_uncorrelated — scikit-learn 1...

    described in Celeux et al [1]. as: X ~ N ( 0 , 1 ) y ( X ) = X [:, 0...0 ] + 2 * X [:, 1 ] - 2 * X [:, 2 ] - 1.5 * X [:, 3 ] Only the...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_sparse_uncorrelated.html
    Mon Feb 02 09:23:44 GMT 2026
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  8. 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 Feb 02 09:23:44 GMT 2026
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  9. root_mean_squared_error — scikit-learn 1....

    1 ],[ - 1 , 1 ],[ 7 , - 6 ]] >>>...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 Feb 02 09:23:44 GMT 2026
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  10. PartialDependenceDisplay — scikit-learn 1...

    Added in version 1.1: Add the possibility to pass...display . plot ( pdp_lim = { 1 : ( - 1.38 , 0.66 )}) <...>...
    scikit-learn.org/stable/modules/generated/sklearn.inspection.PartialDependenceDisplay.html
    Mon Feb 02 09:23:44 GMT 2026
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