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  1. export_graphviz — scikit-learn 1.7.2 documentation

    “x[1]”, …). class_names array-like...
    scikit-learn.org/stable/modules/generated/sklearn.tree.export_graphviz.html
    Thu Oct 09 16:57:45 UTC 2025
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  2. graphical_lasso — scikit-learn 1.7.2 documentation

    05 ) >>> emp_cov array([[ 1.687, 0.212, -0.209], [ 0.212,...
    scikit-learn.org/stable/modules/generated/sklearn.covariance.graphical_lasso.html
    Thu Oct 09 16:57:49 UTC 2025
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  3. SpectralClustering — scikit-learn 1.7.2 documen...

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7...clustering . labels_ array([1, 1, 1, 0, 0, 0]) >>> clustering ...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralClustering.html
    Thu Oct 09 16:57:49 UTC 2025
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  4. TSNE — scikit-learn 1.7.2 documentation

    1 , 1 ], [ 1 , 0 , 1 ], [ 1 , 1 , 1 ]]) >>> X_embedded...metric function. Added in version 1.1. init {“random”, “pca”} or ndarray...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.TSNE.html
    Thu Oct 09 16:57:45 UTC 2025
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  5. MiniBatchNMF — scikit-learn 1.7.2 documentation

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 3 , 1.2 ], [ 4 , 1 ], [ 5 , 0.8...scikit-learn 1.1 Release Highlights for scikit-learn 1.1 On this page...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchNMF.html
    Thu Oct 09 16:57:45 UTC 2025
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  6. GaussianMixture — scikit-learn 1.7.2 documentation

    array ([[ 1 , 2 ], [ 1 , 4 ], [ 1 , 0 ], [ 10 , 2 ],...GaussianMixture ( n_components = 1 , * , covariance_type = 'full'...
    scikit-learn.org/stable/modules/generated/sklearn.mixture.GaussianMixture.html
    Thu Oct 09 16:57:49 UTC 2025
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  7. OneVsOneClassifier — scikit-learn 1.7.2 documen...

    1, 0, 2, 0, 2, 0, 1, 1, 1]) decision_function...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.multiclass.OneVsOneClassifier.html
    Thu Oct 09 16:57:48 UTC 2025
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  8. DummyClassifier — scikit-learn 1.7.2 documentation

    ([ - 1 , 1 , 1 , 1 ]) >>> y = np . array ([ 0 , 1 , 1 , 1 ]) >>>...dummy_clf . predict ( X ) array([1, 1, 1, 1]) >>> dummy_clf . score (...
    scikit-learn.org/stable/modules/generated/sklearn.dummy.DummyClassifier.html
    Thu Oct 09 16:57:48 UTC 2025
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  9. SparseRandomProjection — scikit-learn 1.7.2 doc...

    with probability 1 / 2s 0 with probability 1 - 1 / s +sqrt(s) /...Added in version 1.1. density_ float in range 0.0 - 1.0 Concrete density...
    scikit-learn.org/stable/modules/generated/sklearn.random_projection.SparseRandomProjection.html
    Thu Oct 09 16:57:48 UTC 2025
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  10. DBSCAN — scikit-learn 1.7.2 documentation

    1, 1, -1]) >>> clustering DBSCAN(eps=3,...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.DBSCAN.html
    Thu Oct 09 16:57:45 UTC 2025
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