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  1. Column Transformer with Mixed Types — scikit-le...

    float64 dtypes: category(2), float64(2), int64(1) memory usage:...scikit-learn 1.2 Release Highlights for scikit-learn 1.2 Gallery generated...
    scikit-learn.org/stable/auto_examples/compose/plot_column_transformer_mixed_types.html
    Wed Sep 24 16:15:26 UTC 2025
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  2. Principal Component Regression vs Partial Least...

    n_samples ) / 2 fig , axes = plt . subplots ( 1 , 2 , figsize =...target. pca_2 = make_pipeline ( PCA ( n_components = 2 ), LinearRegression...
    scikit-learn.org/stable/auto_examples/cross_decomposition/plot_pcr_vs_pls.html
    Wed Sep 24 16:15:25 UTC 2025
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  3. MultiLabelBinarizer — scikit-learn 1.7.2 docume...

    2 ), ( 3 ,)]) array([[1, 1, 0],...>>> mlb . classes_ array([1, 2, 3]) >>> mlb . fit_transform ([{...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MultiLabelBinarizer.html
    Wed Sep 24 16:15:25 UTC 2025
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  4. CategoricalNB — scikit-learn 1.7.2 documentation

    2. Changed in version 1.4: The default...)) >>> y = np . array ([ 1 , 2 , 3 , 4 , 5 , 6 ]) >>> from sklearn.naive_bayes...
    scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.CategoricalNB.html
    Wed Sep 24 16:15:25 UTC 2025
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  5. Classification — scikit-learn 1.7.2 documentation

    General examples about classification algorithms. Classifier comparison Linear and Quadratic Discriminant Analysis with covariance ellipsoid Normal, Ledoit-Wolf and OAS Linear Discriminant Analysis...
    scikit-learn.org/stable/auto_examples/classification/index.html
    Wed Sep 24 16:15:25 UTC 2025
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  6. sklearn — scikit-learn 1.7.2 documentation

    Configure global settings and get information about the working environment.
    scikit-learn.org/stable/api/sklearn.html
    Wed Sep 24 16:15:24 UTC 2025
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  7. EmpiricalCovariance — scikit-learn 1.7.2 docume...

    Gallery examples: Shrinkage covariance estimation: LedoitWolf vs OAS and max-likelihood Robust covariance estimation and Mahalanobis distances relevance Robust vs Empirical covariance estimate
    scikit-learn.org/stable/modules/generated/sklearn.covariance.EmpiricalCovariance.html
    Wed Sep 24 16:15:24 UTC 2025
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  8. SelectKBest — scikit-learn 1.7.2 documentation

    Gallery examples: Selecting dimensionality reduction with Pipeline and GridSearchCV Concatenating multiple feature extraction methods Univariate Feature Selection Pipeline ANOVA SVM Release Highlig...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectKBest.html
    Wed Sep 24 16:15:26 UTC 2025
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  9. Pipeline — scikit-learn 1.7.2 documentation

    Gallery examples: Feature agglomeration vs. univariate selection Column Transformer with Heterogeneous Data Sources Column Transformer with Mixed Types Selecting dimensionality reduction with Pipel...
    scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html
    Wed Sep 24 16:15:26 UTC 2025
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  10. GenericUnivariateSelect — scikit-learn 1.7.2 do...

    Skip to main content Back to top Ctrl + K GitHub Choose version GenericUnivariateSelect # class sklearn.feature_selec...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.GenericUnivariateSelect.html
    Wed Sep 24 16:15:26 UTC 2025
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