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  1. Version 0.23 — scikit-learn 1.7.2 documen...

    arguments n_classes < 1 OR length < 1 . #16006 by Rushabh Vasani...Bruno Charron . Version 0.23.1 # May 18 2020 Changelog # sklearn.cluster...
    scikit-learn.org/stable/whats_new/v0.23.html
    Fri Dec 05 17:52:54 GMT 2025
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  2. MinCovDet — scikit-learn 1.8.0 documentation

    algorithm: (n_samples + n_features + 1) / 2 * n_samples . The parameter...parameter must be in the range (0, 1]. random_state int, RandomState...
    scikit-learn.org/stable/modules/generated/sklearn.covariance.MinCovDet.html
    Mon Dec 15 15:02:31 GMT 2025
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  3. orthogonal_mp_gram — scikit-learn 1.8.0 d...

    ) >>> X [: 1 ,] @ coef array([-78.68]) On this...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.orthogonal_mp_gram.html
    Mon Dec 15 15:02:33 GMT 2025
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  4. Version 0.22 — scikit-learn 1.7.2 documen...

    given for both n_jobs=1 or n_jobs>1 both with shared memory...results between n_jobs=1 and n_jobs>1 due to the handling of...
    scikit-learn.org/stable/whats_new/v0.22.html
    Fri Dec 05 17:52:54 GMT 2025
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  5. Kernel Density Estimation — scikit-learn ...

    logspace ( - 1 , 1 , 20 )} grid = GridSearchCV...new_data . reshape (( 4 , 11 , - 1 )) real_data = digits . data [:...
    scikit-learn.org/stable/auto_examples/neighbors/plot_digits_kde_sampling.html
    Mon Dec 15 15:02:33 GMT 2025
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  6. Species distribution modeling — scikit-le...

    subplot ( 1 , 2 , i + 1 ) if basemap : print ( "...Returns ------- (xgrid, ygrid) : 1-D arrays The grid corresponding...
    scikit-learn.org/stable/auto_examples/applications/plot_species_distribution_modeling.html
    Mon Dec 15 15:02:30 GMT 2025
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  7. Version 0.19 — scikit-learn 1.7.2 documen...

    1.4 to 0.1.7 for resolving links in...linear_model.HuberRegressor . For Scipy <= 1.0.0, the optimizer could perform...
    scikit-learn.org/stable/whats_new/v0.19.html
    Fri Dec 05 17:52:54 GMT 2025
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  8. sklearn.impute — scikit-learn 1.8.0 docum...

    Transformers for missing value imputation. User guide. See the Imputation of missing values section for further details.
    scikit-learn.org/stable/api/sklearn.impute.html
    Mon Dec 15 15:02:30 GMT 2025
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  9. sklearn.gaussian_process — scikit-learn 1...

    Gaussian process based regression and classification. User guide. See the Gaussian Processes section for further details. Kernels: A set of kernels that can be combined by operators and used in Gau...
    scikit-learn.org/stable/api/sklearn.gaussian_process.html
    Mon Dec 15 15:02:30 GMT 2025
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  10. sklearn.semi_supervised — scikit-learn 1....

    Semi-supervised learning algorithms. These algorithms utilize small amounts of labeled data and large amounts of unlabeled data for classification tasks. User guide. See the Semi-supervised learnin...
    scikit-learn.org/stable/api/sklearn.semi_supervised.html
    Mon Dec 15 15:02:33 GMT 2025
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