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  1. QuantileTransformer — scikit-learn 1.7.2 docume...

    Gallery examples: Effect of transforming the targets in regression model Partial Dependence and Individual Conditional Expectation Plots Compare the effect of different scalers on data with outlier...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.QuantileTransformer.html
    Wed Sep 24 16:15:25 UTC 2025
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  2. ClassifierTags — scikit-learn 1.7.2 documentation

    Skip to main content Back to top Ctrl + K GitHub Choose version ClassifierTags # class sklearn.utils. ClassifierTags ...
    scikit-learn.org/stable/modules/generated/sklearn.utils.ClassifierTags.html
    Wed Sep 24 16:15:25 UTC 2025
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  3. RegressorTags — scikit-learn 1.7.2 documentation

    Skip to main content Back to top Ctrl + K GitHub Choose version RegressorTags # class sklearn.utils. RegressorTags ( ...
    scikit-learn.org/stable/modules/generated/sklearn.utils.RegressorTags.html
    Wed Sep 24 16:15:25 UTC 2025
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  4. dict_learning — scikit-learn 1.7.2 documentation

    _Fro ^ 2 + alpha * || U || _1 , 1 ( U , V ) with || V_k || _2 = 1...X_hat - X ) ** 2 , axis = 1 ) / np . sum ( X ** 2 , axis = 1 ))...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.dict_learning.html
    Wed Sep 24 16:15:26 UTC 2025
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  5. Version 0.21 — scikit-learn 1.7.2 documentation

    2) ). Changelog # sklearn.cluster...by Frank Hoang . Version 0.21.2 # 24 May 2019 Changelog # sklearn.decomposition...
    scikit-learn.org/stable/whats_new/v0.21.html
    Sun Sep 21 07:22:52 UTC 2025
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  6. sklearn.cluster — scikit-learn 1.7.2 documentation

    Popular unsupervised clustering algorithms. User guide. See the Clustering and Biclustering sections for further details.
    scikit-learn.org/stable/api/sklearn.cluster.html
    Wed Sep 24 16:15:24 UTC 2025
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  7. sklearn.decomposition — scikit-learn 1.7.2 docu...

    Matrix decomposition algorithms. These include PCA, NMF, ICA, and more. Most of the algorithms of this module can be regarded as dimensionality reduction techniques. User guide. See the Decomposing...
    scikit-learn.org/stable/api/sklearn.decomposition.html
    Wed Sep 24 16:15:24 UTC 2025
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  8. shrunk_covariance — scikit-learn 1.7.2 document...

    Skip to main content Back to top Ctrl + K GitHub Choose version shrunk_covariance # sklearn.covariance. shrunk_covari...
    scikit-learn.org/stable/modules/generated/sklearn.covariance.shrunk_covariance.html
    Wed Sep 24 16:15:24 UTC 2025
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  9. sklearn.calibration — scikit-learn 1.7.2 docume...

    Methods for calibrating predicted probabilities. User guide. See the Probability calibration section for further details. Visualization:
    scikit-learn.org/stable/api/sklearn.calibration.html
    Wed Sep 24 16:15:26 UTC 2025
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  10. fetch_20newsgroups — scikit-learn 1.7.2 documen...

    Gallery examples: Topic extraction with Non-negative Matrix Factorization and Latent Dirichlet Allocation Biclustering documents with the Spectral Co-clustering algorithm Column Transformer with He...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_20newsgroups.html
    Wed Sep 24 16:15:24 UTC 2025
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