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  1. gen_batches — scikit-learn 1.7.2 documentation

    min_batch_size = 0 ) [source] # Generator to create...batch. min_batch_size int, default=0 Minimum number of elements in...
    scikit-learn.org/stable/modules/generated/sklearn.utils.gen_batches.html
    Sat Nov 08 01:06:55 UTC 2025
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  2. oas — scikit-learn 1.7.2 documentation

    >>> X = rng . multivariate_normal ( mean = [ 0 , 0 ], cov = real_cov...>>> rng = np . random . RandomState ( 0 ) >>> real_cov = [[ .8...
    scikit-learn.org/stable/modules/generated/oas-function.html
    Sat Nov 08 01:06:56 UTC 2025
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  3. Create and upload source maps (RUM) | Elastic Docs

    serviceVersion = require("./package.json").version const apm = initApm({...const git = require('git-rev-sync') const serviceVersion = git.short()...
    www.elastic.co/docs/solutions/observability/apm/apm-agents/create-upload-source-maps-rum
    Tue Nov 04 17:37:32 UTC 2025
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  4. VarianceThreshold — scikit-learn 1.7.2 document...

    VarianceThreshold ( threshold = 0.0 ) [source] # Feature selector...Parameters : threshold float, default=0 Features with a training-set...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.VarianceThreshold.html
    Sat Nov 08 01:06:55 UTC 2025
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  5. governance.rst.txt

    _governance: ========== Scikit-learn governance and decision-making...decision-making ========== The purpose of this document is to formalize...
    scikit-learn.org/stable/_sources/governance.rst.txt
    Thu Nov 06 17:51:52 UTC 2025
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  6. Failure of Machine Learning to infer causal eff...

    < 0 ] = 0 abilities = rng . normal ( 0 , 0.15 , size = n_samples...grid = sns . pairplot ( df , diag_kind = "kde" , corner = True...
    scikit-learn.org/stable/auto_examples/inspection/plot_causal_interpretation.html
    Sat Nov 08 01:06:55 UTC 2025
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  7. check_symmetric — scikit-learn 1.7.2 documentation

    tol = 1e-10 , raise_warning = True , raise_exception = False...arrays. Default = 1E-10. raise_warning bool, default=True If True...
    scikit-learn.org/stable/modules/generated/sklearn.utils.validation.check_symmetric.html
    Wed Nov 05 14:36:33 UTC 2025
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  8. Image denoising using kernel PCA — scikit-learn...

    random_state = 0 , train_size = 1_000 , test_size = 100 ) rng = np ....axs = plt . subplots ( nrows = 10 , ncols = 10 , figsize = ( 8...
    scikit-learn.org/stable/auto_examples/applications/plot_digits_denoising.html
    Sat Nov 08 01:06:55 UTC 2025
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  9. Test with permutations the significance of a cl...

    clf = SVC ( kernel = "linear" , random_state = 7 ) cv = StratifiedKFold...load_iris iris = load_iris () X = iris . data y = iris . target...
    scikit-learn.org/stable/auto_examples/model_selection/plot_permutation_tests_for_classification.html
    Sat Nov 08 01:06:55 UTC 2025
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  10. locally_linear_embedding — scikit-learn 1.7.2 d...

    reg = 0.001 , eigen_solver = 'auto' , tol = 1e-06 , max_iter...max_iter = 100 , method = 'standard' , hessian_tol = 0.0001 , modified_tol...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.locally_linear_embedding.html
    Sat Nov 08 01:06:55 UTC 2025
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