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  1. Installing scikit-learn — scikit-learn 1.6.0 do...

    Scikit-learn 1.0 supported Python 3.7-3.10. Scikit-learn 1.1, 1.2 and...sphinx-gallery 0.17.1 docs numpydoc 1.2.0 docs, tests Pillow 7.1.2 docs pooch...
    scikit-learn.org/stable/install.html
    Mon Dec 23 08:41:44 UTC 2024
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  2. Agglomerative clustering with different metrics...

    1 , 1 ]) for l , color , n in zip...figure () plt . axes ([ 0 , 0 , 1 , 1 ]) for l , color in zip ( np...
    scikit-learn.org/stable/auto_examples/cluster/plot_agglomerative_clustering_metrics.html
    Mon Dec 23 08:41:44 UTC 2024
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  3. Evaluation of outlier detection estimators — sc...

    in pandas 1.5.1 were mapped to np.nan in pandas 2.0.1 X [ "Misc_Feature"...n_neighbors_list ) - 1 ), chance_level_kw = { "linestyle" : ( 0 , ( 1 , 10 ))},...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_outlier_detection_bench.html
    Mon Dec 23 08:41:44 UTC 2024
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  4. Plot the decision boundaries of a VotingClassif...

    1 ], [ 0 , 1 ]), [ clf1 , clf2 , clf3...[ 0 ], idx [ 1 ]] . scatter ( X [:, 0 ], X [:, 1 ], c = y , s...
    scikit-learn.org/stable/auto_examples/ensemble/plot_voting_decision_regions.html
    Mon Dec 23 08:41:44 UTC 2024
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  5. Understanding the decision tree structure — sci...

    node=1 is a leaf node with value=[[1. 0. 0.]]. node=2...the left child of node i or -1 if leaf node children_right[i]...
    scikit-learn.org/stable/auto_examples/tree/plot_unveil_tree_structure.html
    Mon Dec 23 08:41:44 UTC 2024
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  6. Gaussian Processes regression: basic introducto...

    num = 1_000 ) . reshape ( - 1 , 1 ) y = np . squeeze...import RBF kernel = 1 * RBF ( length_scale = 1.0 , length_scale_bounds...
    scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_noisy_targets.html
    Mon Dec 23 08:41:44 UTC 2024
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  7. Monitoring AWS Lambda Java Functions | APM Java...

    ca-central-1 eu-central-1 eu-north-1 eu-south-1 eu-west-1 eu-west-2...me-south-1 sa-east-1 us-east-1 us-east-2 us-west-1 us-west-2...
    www.elastic.co/guide/en/apm/agent/java/current/aws-lambda.html
    Thu Dec 12 16:32:16 UTC 2024
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  8. A demo of the Spectral Biclustering algorithm —...

    consensus score: 1.0 The score is between 0 and 1, where 1 corresponds...and adds 1 to each to ensure that the labels start from 1 instead...
    scikit-learn.org/stable/auto_examples/bicluster/plot_spectral_biclustering.html
    Mon Dec 23 08:41:44 UTC 2024
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  9. The Johnson-Lindenstrauss bound for embedding w...

    by: \[(1 - eps) \|u - v\|^2 < \|p(u) - p(v)\|^2 < (1 + eps) \|u...matrix with size: 1.293 MB Mean distances rate: 1.01 (0.17) Projected...
    scikit-learn.org/stable/auto_examples/miscellaneous/plot_johnson_lindenstrauss_bound.html
    Mon Dec 23 08:41:44 UTC 2024
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  10. Early stopping in Gradient Boosting — scikit-le...

    axes [ 1 ] . set_xlabel ( "Boosting Iterations" ) axes [ 1 ] . set_ylabel...(Validation)" ) axes [ 1 ] . set_yscale ( "log" ) axes [ 1 ] . legend ()...
    scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_early_stopping.html
    Mon Dec 23 08:41:44 UTC 2024
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