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  1. classification_report — scikit-learn 1.7.0 docu...

    structure: { 'label 1' : { 'precision' : 0.5 , 'recall' : 1.0 , 'f1-score'...target_names = [ 'class 0' , 'class 1' , 'class 2' ] >>> print (...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html
    Mon Jun 30 13:50:30 UTC 2025
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  2. Version 0.18 — scikit-learn 1.7.0 documentation

    options are available: 'none', 'LU' and 'QR' . #5141 by Giorgio Patrini...available at the key 'mean_time' and 'std_time' respectively. Changelog...
    scikit-learn.org/stable/whats_new/v0.18.html
    Mon Jun 30 13:50:27 UTC 2025
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  3. Principal Component Analysis (PCA) on Iris Data...

    dict_keys(['data', 'target', 'frame', 'target_names', 'DESCR', 'feature_names',...'feature_names', 'filename', 'data_module']) Plot of pairs of features...
    scikit-learn.org/stable/auto_examples/decomposition/plot_pca_iris.html
    Mon Jun 30 13:50:29 UTC 2025
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  4. Version 0.21 — scikit-learn 1.7.0 documentation

    init = 'nndsvd' , init = 'nndsvda' , and init = 'nndsvdar' are allowed...depending on the 'multiclass' and 'penalty' parameters (regression...
    scikit-learn.org/stable/whats_new/v0.21.html
    Mon Jun 30 13:50:30 UTC 2025
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  5. RidgeCV — scikit-learn 1.7.0 documentation

    gcv_mode {auto, svd, eigen}, default=auto Flag indicating...Cross-Validation. Options are: 'auto' : use 'svd' if n_samples > n_features...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.RidgeCV.html
    Mon Jun 30 13:50:30 UTC 2025
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  6. 2.8. Density Estimation — scikit-learn 1.7.0 do...

    KernelDensity ( kernel = 'gaussian' , bandwidth = 0.2 ) . fit...Here we have used kernel='gaussian' , as seen above. Mathematically,...
    scikit-learn.org/stable/modules/density.html
    Mon Jun 30 13:50:30 UTC 2025
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  7. model_evaluation.rst.txt

    terms ''positive'' and ''negative'' refer to the classifier's prediction,...prediction, and the terms ''true'' and ''false'' refer to whether that...
    scikit-learn.org/stable/_sources/modules/model_evaluation.rst.txt
    Fri Jun 27 15:51:05 UTC 2025
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  8. Birds, drawn. | MetaFilter

    static_server = 'dha92jo6cen2v.cloudfront.net', icons_url = '//' + static_server...static_server + '/images/icons.svg'; var xhr = new XMLHttpRequest();...
    www.metafilter.com/198901/Birds-drawn
    Fri Jun 13 00:52:46 UTC 2025
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  9. CalibrationDisplay — scikit-learn 1.7.0 documen...

    strategy {uniform, quantile}, default=uniform Strategy used...strategy {uniform, quantile}, default=uniform Strategy used...
    scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibrationDisplay.html
    Mon Jun 30 13:50:28 UTC 2025
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  10. QuantileRegressor — scikit-learn 1.7.0 document...

    solver {highs-ds, highs-ipm, highs, interior-point, revised...‘revised simplex}, default=highs Method used by scipy.optimize.linprog...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.QuantileRegressor.html
    Mon Jun 30 13:50:27 UTC 2025
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