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  1. TruncatedSVD — scikit-learn 1.7.1 documentation

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    feature names that are all strings. Added in version 1.0. See...n_iter=7, random_state=42) >>> print ( svd . explained_variance_ratio_...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.TruncatedSVD.html
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    Mon Jul 28 16:20:38 UTC 2025
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  2. SparseRandomProjection — scikit-learn 1.7.1 doc...

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    feature names that are all strings. Added in version 1.0. See...minimum density as recommended by Ping Li et al.: 1 / sqrt(n_features)....
    scikit-learn.org/stable/modules/generated/sklearn.random_projection.SparseRandomProjection.html
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    Mon Jul 28 16:20:38 UTC 2025
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  3. PoissonRegressor — scikit-learn 1.7.1 documenta...

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    feature names that are all strings. Added in version 1.0. n_iter_...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.PoissonRegressor.html
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    Mon Jul 28 16:20:37 UTC 2025
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  4. TheilSenRegressor — scikit-learn 1.7.1 document...

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    feature names that are all strings. Added in version 1.0. See...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.TheilSenRegressor.html
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    Mon Jul 28 16:20:37 UTC 2025
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  5. Support Vector Regression (SVR) using linear an...

    Kernels Gallery generated by Sphinx-Gallery On this page This Page...
    scikit-learn.org/stable/auto_examples/svm/plot_svm_regression.html
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    Mon Jul 28 16:20:36 UTC 2025
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  6. Joint feature selection with multi-task Lasso —...

    cross-validation Gallery generated by Sphinx-Gallery On this page This Page...
    scikit-learn.org/stable/auto_examples/linear_model/plot_multi_task_lasso_support.html
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    Mon Jul 28 16:20:36 UTC 2025
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  7. Regularization path of L1- Logistic Regression ...

    left-hand side of the figure (strong regularizers), all the coefficients...Regression Gallery generated by Sphinx-Gallery On this page This Page...
    scikit-learn.org/stable/auto_examples/linear_model/plot_logistic_path.html
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    Mon Jul 28 16:20:36 UTC 2025
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  8. SVM Tie Breaking Example — scikit-learn 1.7.1 d...

    dataset Gallery generated by Sphinx-Gallery This Page Download...
    scikit-learn.org/stable/auto_examples/svm/plot_svm_tie_breaking.html
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    Mon Jul 28 16:20:36 UTC 2025
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  9. Version 0.22 — scikit-learn 1.7.1 documentation

    early stopping would break with string targets. #14710 by Guillaume...correctly removes accents from strings that are in NFKD normalized...
    scikit-learn.org/stable/whats_new/v0.22.html
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    Fri Jul 25 23:47:48 UTC 2025
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  10. t-SNE: The effect of various perplexity values ...

    Reduction Gallery generated by Sphinx-Gallery This Page Download...fit_transform ( X ) t1 = time () print ( "circles, perplexity= %d in...
    scikit-learn.org/stable/auto_examples/manifold/plot_t_sne_perplexity.html
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    Mon Jul 28 16:20:36 UTC 2025
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