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  1. PoissonRegressor — scikit-learn 1.7.1 documenta...

    predict ([[ 1 , 1 ], [ 3 , 4 ]]) array([10.676,...PoissonRegressor ( * , alpha = 1.0 , fit_intercept = True , solver...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.PoissonRegressor.html
    Fri Jul 18 16:24:01 UTC 2025
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  2. SpectralCoclustering — scikit-learn 1.7.1 docum...

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7...clustering . row_labels_ array([0, 1, 1, 0, 0, 0], dtype=int32) >>>...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralCoclustering.html
    Fri Jul 18 16:24:00 UTC 2025
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  3. SGDRegressor — scikit-learn 1.7.1 documentation

    l1_ratio <= 1. l1_ratio=0 corresponds to L2 penalty, l1_ratio=1 to L1....True , verbose = 0 , epsilon = 0.1 , random_state = None , learning_rate...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDRegressor.html
    Fri Jul 18 16:24:01 UTC 2025
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  4. BaggingRegressor — scikit-learn 1.7.1 documenta...

    max_samples = 1.0 , max_features = 1.0 , bootstrap = True...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.BaggingRegressor.html
    Fri Jul 18 16:24:00 UTC 2025
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  5. ARDRegression — scikit-learn 1.7.1 documentation

    [ 1 , 1 ], [ 2 , 2 ]], [ 0 , 1 , 2 ]) ARDRegression()...>>> clf . predict ([[ 1 , 1 ]]) array([1.]) Comparing Linear Bayesian...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.ARDRegression.html
    Fri Jul 18 16:24:00 UTC 2025
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  6. LocallyLinearEmbedding — scikit-learn 1.7.1 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
    Fri Jul 18 16:24:01 UTC 2025
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  7. DecisionBoundaryDisplay — scikit-learn 1.7.1 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
    Fri Jul 18 16:24:00 UTC 2025
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  8. HashingVectorizer — scikit-learn 1.7.1 document...

    ngram_range of (1, 1) means only unigrams, (1, 2) means unigrams...\\w\\w+\\b' , ngram_range=(1 , 1) , analyzer='word' , n_features=1048576...
    scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.HashingVectorizer.html
    Fri Jul 18 16:24:01 UTC 2025
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  9. TheilSenRegressor — scikit-learn 1.7.1 document...

    since version 1.6: copy_X was deprecated in 1.6 and will be removed...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.TheilSenRegressor.html
    Fri Jul 18 16:24:00 UTC 2025
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  10. 5.1. Partial Dependence and Individual Conditio...

    1.1. Partial dependence plots # Partial..., learning_rate = 1.0 , ... max_depth = 1 , random_state = 0...
    scikit-learn.org/stable/modules/partial_dependence.html
    Fri Jul 18 16:24:01 UTC 2025
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