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  1. normalize — scikit-learn 1.7.2 documentation

    1 , 2 ], [ - 1 , 0 , 1 ]] >>> normalize...if axis is 0). axis {0, 1}, default=1 Define axis used to normalize...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.normalize.html
    Thu Dec 04 11:53:54 GMT 2025
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  2. mean_variance_axis — scikit-learn 1.7.2 d...

    1 , 2 , 2 ]) >>> data = np . array ([ 8 , 1 , 2...of CSR or CSC format. axis {0, 1} Axis along which the axis should...
    scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.mean_variance_axis.html
    Tue Dec 02 16:12:16 GMT 2025
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  3. LarsCV — scikit-learn 1.7.2 documentation

    means 1 unless in a joblib.parallel_backend context. -1 means...all strings. Added in version 1.0. See also lars_path Compute...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.LarsCV.html
    Fri Dec 05 17:52:54 GMT 2025
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  4. column_or_1d — scikit-learn 1.7.2 documen...

    >>> column_or_1d ([ 1 , 1 ]) array([1, 1]) On this page This...type for y . Added in version 1.2. warn bool, default=False To...
    scikit-learn.org/stable/modules/generated/sklearn.utils.validation.column_or_1d.html
    Sat Nov 29 17:35:26 GMT 2025
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  5. davies_bouldin_score — scikit-learn 1.7.2...

    1 ], [ 1 , 1 ], [ 3 , 4 ]] >>>...Davies-Bouldin score. References [ 1 ] Davies, David L.; Bouldin, Donald...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.davies_bouldin_score.html
    Fri Dec 05 17:52:54 GMT 2025
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  6. pairwise_distances_chunked — scikit-learn...

    means 1 unless in a joblib.parallel_backend context. -1 means...D_chunk < r )) . mean ( axis = 1 ) ... return neigh , avg_dist...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise_distances_chunked.html
    Fri Dec 05 17:52:54 GMT 2025
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  7. fastica — scikit-learn 1.7.2 documentation

    The implementation is based on [1] . Read more in the User Guide...performed. Changed in version 1.3: The default value of whiten...
    scikit-learn.org/stable/modules/generated/fastica-function.html
    Fri Dec 05 17:52:54 GMT 2025
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  8. LeaveOneOut — scikit-learn 1.7.2 document...

    ([[ 1 , 2 ], [ 3 , 4 ]]) >>> y = np . array ([ 1 , 2...0: Train: index=[1] Test: index=[0] Fold 1: Train: index=[0]...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeaveOneOut.html
    Fri Dec 05 17:52:55 GMT 2025
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  9. GaussianRandomProjection — scikit-learn 1...

    Added in version 1.1. n_features_in_ int Number of...n_components = 'auto' , * , eps = 0.1 , compute_inverse_components =...
    scikit-learn.org/stable/modules/generated/sklearn.random_projection.GaussianRandomProjection.html
    Fri Dec 05 17:52:55 GMT 2025
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  10. ClusterMixin — scikit-learn 1.7.2 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
    Fri Dec 05 17:52:54 GMT 2025
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