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  1. Linear and Quadratic Discriminant Analysis with...

    np . array ([[ 0.0 , - 1.0 ], [ 2.5 , 0.7 ]]) * 2.0 cov_class_2...covariance , seed = 0 , ) covariance = np . array ([[ 0.0 , - 0.23 ],...
    scikit-learn.org/stable/auto_examples/classification/plot_lda_qda.html
    Mon Aug 04 12:41:04 UTC 2025
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  2. A demo of the Spectral Co-Clustering algorithm ...

    ])) print ( "consensus score: {:.3f} " . format ( score )) fit_data...plt . cm . Blues ) plt . title ( "Original dataset" ) # shuffle...
    scikit-learn.org/stable/auto_examples/bicluster/plot_spectral_coclustering.html
    Mon Aug 04 12:41:02 UTC 2025
      93.1K bytes
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  3. Release Highlights for scikit-learn 1.4 sciki...

    f64 -0.215666 0.0 1.0 0.862662 1.0 0.0 1.401826 0.0 1.0 -0.754829...100 ], "pet" : [ "dog" , "cat" , "dog" , "cat" , "cat" ]} ) preprocessor...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_4_0.html
    Mon Aug 04 12:41:00 UTC 2025
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  4. Release Highlights for scikit-learn 0.23 scik...

    ('standardscaler', StandardScaler())]), ('feat1', 'feat3')), ('pipeline-2', ...num_proc , ( "feat1" , "feat3" )), ( cat_proc , ( "feat0" , "feat2"...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_23_0.html
    Mon Aug 04 12:41:04 UTC 2025
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  5. Release Highlights for scikit-learn 1.3 sciki...

    np . array ([ 0 , 1 , 6 , np . nan ]) . reshape ( - 1 , 1 ) y...random_state = 0 ) . fit ( X , y ) tree . predict ( X ) array([0, 0, 1, 1])...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_3_0.html
    Mon Aug 04 12:41:04 UTC 2025
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  6. Compare BIRCH and MiniBatchKMeans scikit-lear...

    left = 0.04 , right = 0.98 , bottom = 0.1 , top = 0.9 ) # Compute...marker = "+" , c = "k" , s = 25 ) ax . set_ylim ([ - 25 , 25 ]) ax...
    scikit-learn.org/stable/auto_examples/cluster/plot_birch_vs_minibatchkmeans.html
    Mon Aug 04 12:41:00 UTC 2025
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  7. Plot individual and voting regression predictio...

    Parameters estimators [('gb', ...), ('rf', ...), ...] weights None n_jobs...VotingRegressor ([( "gb" , reg1 ), ( "rf" , reg2 ), ( "lr" , reg3 )]) ereg ....
    scikit-learn.org/stable/auto_examples/ensemble/plot_voting_regressor.html
    Mon Aug 04 12:41:04 UTC 2025
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  8. Demonstration of multi-metric evaluation on cro...

    scoring ), [ "g" , "k" ]): for sample , style in (( "train" , "--" ),...else 0.7 , label = " %s ( %s )" % ( scorer , sample ), ) best_index...
    scikit-learn.org/stable/auto_examples/model_selection/plot_multi_metric_evaluation.html
    Mon Aug 04 12:41:00 UTC 2025
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  9. Service Map | Elastic Docs

    ≥ v1.7.0 Java agent ≥ v1.13.0 .NET agent ≥ v1.3.0 Node.js agent...agent ≥ v3.6.0 PHP agent ≥ v1.2.0 Python agent ≥ v5.5.0 Ruby agent...
    www.elastic.co/docs/solutions/observability/apm/service-map
    Fri Aug 01 23:38:38 UTC 2025
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  10. Attributes and labels | Elastic Docs

    nt": "production", "otel.library.name": "my-lib", "custom.attribute.with.dots":..."production", "labels": { "otel_library_name": "my-lib", "custom_...
    www.elastic.co/docs/solutions/observability/apm/attributes
    Fri Aug 01 23:38:38 UTC 2025
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