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  1. MultinomialNB — scikit-learn 1.7.0 documentation

    Added in version 1.2. Changed in version 1.4: The default value... MultinomialNB ( * , alpha = 1.0 , force_alpha = True , fit_prior...
    scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.MultinomialNB.html
    Thu Jun 05 22:21:58 UTC 2025
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  2. check_consistent_length — scikit-learn 1.6.1 do...

    check_consistent_length >>> a = [ 1 , 2 , 3 ] >>> b = [ 2 , 3 , 4...
    scikit-learn.org/stable/modules/generated/sklearn.utils.check_consistent_length.html
    Thu Jun 05 01:26:45 UTC 2025
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  3. CalibratedClassifierCV — scikit-learn 1.7.0 doc...

    means 1 unless in a joblib.parallel_backend context. -1 means...LinearSVC . Added in version 1.2. method {‘sigmoid’, ‘isotonic’},...
    scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibratedClassifierCV.html
    Thu Jun 05 22:21:58 UTC 2025
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  4. LocallyLinearEmbedding — scikit-learn 1.7.0 doc...

    n_neighbors > n_components * (1 + (n_components + 1) / 2 . see reference...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.LocallyLinearEmbedding.html
    Thu Jun 05 22:21:58 UTC 2025
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  5. PLSCanonical — scikit-learn 1.7.0 documentation

    1 , - 0.2 ], [ 0.9 , 1.1 ], [ 6.2 , 5.9 ],...intercept_ . Added in version 1.1. n_iter_ list of shape (n_components,)...
    scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.PLSCanonical.html
    Thu Jun 05 22:21:58 UTC 2025
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  6. SelfTrainingClassifier — scikit-learn 1.7.0 doc...

    since version 1.6: base_estimator was deprecated in 1.6 and will...estimator_ attribute. Added in version 1.6: estimator was added to replace...
    scikit-learn.org/stable/modules/generated/sklearn.semi_supervised.SelfTrainingClassifier.html
    Thu Jun 05 22:21:58 UTC 2025
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  7. DecisionBoundaryDisplay — scikit-learn 1.7.0 do...

    Added in version 1.1. Parameters : xx0 ndarray of...iris . data [:, 1 ] . min (), iris . data [:, 1 ] . max ()) ......
    scikit-learn.org/stable/modules/generated/sklearn.inspection.DecisionBoundaryDisplay.html
    Thu Jun 05 22:21:58 UTC 2025
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  8. estimator_checks_generator — scikit-learn 1.6.1...

    Added in version 1.6. Parameters : estimator estimator...
    scikit-learn.org/stable/modules/generated/sklearn.utils.estimator_checks.estimator_checks_generat...
    Sun Jun 01 04:47:38 UTC 2025
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  9. safe_sparse_dot — scikit-learn 1.6.1 documentation

    safe_sparse_dot >>> X = csr_matrix ([[ 1 , 2 ], [ 3 , 4 ], [ 5 , 6 ]])...
    scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.safe_sparse_dot.html
    Sun Jun 01 04:47:41 UTC 2025
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  10. 7.1. Pipelines and composite estimators — sciki...

    1.1.1. Usage # 7.1.1.1.1. Build a pipeline...0, 0, 0, 1, 0, 1, 0, 0, 1, 1, 1, 0], [0, 1, 0, 0, 1, 0, 0, 0,...
    scikit-learn.org/stable/modules/compose.html
    Thu Jun 05 22:21:57 UTC 2025
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