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  1. Inspection — scikit-learn 1.7.2 documenta...

    Examples related to the sklearn.inspection module. Common pitfalls in the interpretation of coefficients of linear models Failure of Machine Learning to infer causal effects Partial Dependence and ...
    scikit-learn.org/stable/auto_examples/inspection/index.html
    Fri Dec 05 17:52:54 GMT 2025
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  2. LinearDiscriminantAnalysis — scikit-learn...

    Gallery examples: Normal, Ledoit-Wolf and OAS Linear Discriminant Analysis for classification Linear and Quadratic Discriminant Analysis with covariance ellipsoid Comparison of LDA and PCA 2D proje...
    scikit-learn.org/stable/modules/generated/sklearn.discriminant_analysis.LinearDiscriminantAnalysi...
    Fri Dec 05 17:52:55 GMT 2025
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  3. TSNE — scikit-learn 1.7.2 documentation

    Gallery examples: Comparison of Manifold Learning methods Manifold learning on handwritten digits: Locally Linear Embedding, Isomap… Manifold Learning methods on a severed sphere Swiss Roll And Swi...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.TSNE.html
    Fri Dec 05 17:52:55 GMT 2025
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  4. SpectralClustering — scikit-learn 1.7.2 d...

    Gallery examples: Comparing different clustering algorithms on toy datasets
    scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralClustering.html
    Fri Dec 05 17:52:55 GMT 2025
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  5. make_classification — scikit-learn 1.7.2 ...

    Gallery examples: Probability Calibration curves Comparison of Calibration of Classifiers Classifier comparison OOB Errors for Random Forests Feature transformations with ensembles of trees Feature...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_classification.html
    Fri Dec 05 17:52:54 GMT 2025
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  6. LocallyLinearEmbedding — scikit-learn 1.7...

    Gallery examples: Visualizing the stock market structure Comparison of Manifold Learning methods Manifold learning on handwritten digits: Locally Linear Embedding, Isomap… Manifold Learning methods...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.LocallyLinearEmbedding.html
    Fri Dec 05 17:52:55 GMT 2025
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  7. make_scorer — scikit-learn 1.7.2 document...

    Gallery examples: Lagged features for time series forecasting Prediction Intervals for Gradient Boosting Regression Features in Histogram Gradient Boosting Trees Post-tuning the decision threshold ...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.make_scorer.html
    Fri Dec 05 17:52:55 GMT 2025
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  8. BisectingKMeans — scikit-learn 1.7.2 docu...

    Gallery examples: Bisecting K-Means and Regular K-Means Performance Comparison Release Highlights for scikit-learn 1.1
    scikit-learn.org/stable/modules/generated/sklearn.cluster.BisectingKMeans.html
    Fri Dec 05 17:52:55 GMT 2025
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  9. adjusted_mutual_info_score — scikit-learn...

    Gallery examples: Adjustment for chance in clustering performance evaluation Demo of affinity propagation clustering algorithm Demo of DBSCAN clustering algorithm A demo of K-Means clustering on th...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.adjusted_mutual_info_score.html
    Fri Dec 05 17:52:54 GMT 2025
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  10. SelectPercentile — scikit-learn 1.7.2 doc...

    Gallery examples: Feature agglomeration vs. univariate selection Column Transformer with Mixed Types Introducing the set_output API SVM-Anova: SVM with univariate feature selection
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectPercentile.html
    Fri Dec 05 17:52:54 GMT 2025
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