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  1. GaussianRandomProjection — scikit-learn 1.6.1 d...

    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
    Sat Apr 19 00:31:21 UTC 2025
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  2. OrthogonalMatchingPursuit — scikit-learn 1.6.1 ...

    either set to 10% of n_features or 1, whichever is greater. tol float,...either set to 10% of n_features or 1, whichever is greater. n_features_in_...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuit.html
    Sat Apr 19 00:31:21 UTC 2025
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  3. ClusterMixin — scikit-learn 1.6.1 documentation

    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
    Sat Apr 19 00:31:22 UTC 2025
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  4. AdditiveChi2Sampler — scikit-learn 1.6.1 docume...

    transformed into 2*sample_steps-1 features, where sample_steps is...values of sample_steps include 1, 2 and 3. Optimal choices for...
    scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.AdditiveChi2Sampler.html
    Sat Apr 19 00:31:22 UTC 2025
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  5. LabelPropagation — scikit-learn 1.6.1 documenta...

    means 1 unless in a joblib.parallel_backend context. -1 means...all strings. Added in version 1.0. n_iter_ int Number of iterations...
    scikit-learn.org/stable/modules/generated/sklearn.semi_supervised.LabelPropagation.html
    Sat Apr 19 00:31:21 UTC 2025
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  6. Testimonials — scikit-learn 1.6.1 documentation

    Group # Scikit-learn is our #1 toolkit for all things machine...used for originating at least 1 billion GBP worth of Zopa loans....
    scikit-learn.org/stable/testimonials/testimonials.html
    Sat Apr 19 00:31:22 UTC 2025
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  7. make_column_selector — scikit-learn 1.6.1 docum...

    1. , 0. , 0. ], [-1.50755672, 1. , 0. , 0. ], [-0.30151134,...[-0.30151134, 0. , 1. , 0. ], [ 0.90453403, 0. , 0. , 1. ]]) __call__...
    scikit-learn.org/stable/modules/generated/sklearn.compose.make_column_selector.html
    Sat Apr 19 00:31:21 UTC 2025
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  8. Version 1.0 — scikit-learn 1.6.1 documentation

    Version 1.0.1 # October 2021 Fixed models...Version 1.0.0 of scikit-learn requires python 3.7+, numpy 1.14.6+...
    scikit-learn.org/stable/whats_new/v1.0.html
    Sat Apr 19 00:31:22 UTC 2025
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  9. 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
    Sat Apr 19 00:31:21 UTC 2025
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  10. Nystroem — scikit-learn 1.6.1 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
    Sat Apr 19 00:31:22 UTC 2025
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