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  1. Gaussian Mixture Models — scikit-learn 1.7.2 do...

    Examples concerning the sklearn.mixture module. Concentration Prior Type Analysis of Variation Bayesian Gaussian Mixture Density Estimation for a Gaussian mixture GMM Initialization Methods GMM cov...
    scikit-learn.org/stable/auto_examples/mixture/index.html
    Wed Sep 24 16:15:25 UTC 2025
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  2. ridge_regression — scikit-learn 1.7.2 documenta...

    2: Default value changed from 1e-3...rng . randn ( 100 , 4 ) >>> y = 2.0 * X [:, 0 ] - 1.0 * X [:, 1...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.ridge_regression.html
    Wed Sep 24 16:15:24 UTC 2025
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  3. APM Server version 6.2 | APM Server Reference [...

    2.3 APM Server version 6.2.2 APM Server version 6.2.1 APM...Server version 6.2 View commits APM Server version 6.2.4 APM Server...
    www.elastic.co/guide/en/apm/server/current/release-notes-6.2.html
    Tue Nov 21 23:15:48 UTC 2023
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  4. Demonstrating the different strategies of KBins...

    [ 2 , 4 ], [ 8 , 8 ]]) centers_1 =...3 , 3 , size = ( n_samples , 2 )), make_blobs ( n_samples = [...
    scikit-learn.org/stable/auto_examples/preprocessing/plot_discretization_strategies.html
    Wed Sep 24 16:15:26 UTC 2025
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  5. Plot the decision surfaces of ensembles of tree...

    2 , w_pad = 0.2 , pad = 2.5 ) plt . show ()...pair in ([ 0 , 1 ], [ 0 , 2 ], [ 2 , 3 ]): for model in models...
    scikit-learn.org/stable/auto_examples/ensemble/plot_forest_iris.html
    Wed Sep 24 16:15:25 UTC 2025
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  6. 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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  7. A demo of structured Ward hierarchical clusteri...

    sigma = 2 ) rescaled_coins = rescale ( smoothened_coins , 0.2 , mode...
    scikit-learn.org/stable/auto_examples/cluster/plot_coin_ward_segmentation.html
    Wed Sep 24 16:15:25 UTC 2025
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  8. SGD: Maximum margin separating hyperplane — sci...

    centers = 2 , random_state = 0 , cluster_std...
    scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_separating_hyperplane.html
    Wed Sep 24 16:15:25 UTC 2025
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  9. Testimonials — scikit-learn 1.7.2 documentation

    Who is using scikit-learn?: J.P.Morgan: Scikit-learn is an indispensable part of the Python machine learning toolkit at JPMorgan. It is very widely used across all parts of the bank for classificat...
    scikit-learn.org/stable/testimonials/testimonials.html
    Wed Sep 24 16:15:26 UTC 2025
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  10. PrecisionRecallDisplay — scikit-learn 1.7.2 doc...

    Gallery examples: Visualizations with Display Objects Post-tuning the decision threshold for cost-sensitive learning Precision-Recall
    scikit-learn.org/stable/modules/generated/sklearn.metrics.PrecisionRecallDisplay.html
    Wed Sep 24 16:15:26 UTC 2025
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