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  1. OPTICS scikit-learn 1.7.2 documentation

    [‘cityblock, cosine, euclidean, l1, l2, manhattan] from...‘chebyshev, correlation, dice, hamming, jaccard, kulsinski’,...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.OPTICS.html
    Wed Sep 24 16:15:24 UTC 2025
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  2. SpectralBiclustering scikit-learn 1.7.2 docum...

    = np . array ([[ 1 , 1 ], [ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7 ],...clustering . row_labels_ array([1, 1, 1, 0, 0, 0], dtype=int32) >>>...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralBiclustering.html
    Wed Sep 24 16:15:26 UTC 2025
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  3. TransformerMixin scikit-learn 1.7.2 documenta...

    None ): ... return self ... def transform ( self , X ): ... return...array([1, 1, 1]) fit_transform ( X , y = None , ** fit_params ) [source]...
    scikit-learn.org/stable/modules/generated/sklearn.base.TransformerMixin.html
    Wed Sep 24 16:15:24 UTC 2025
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  4. estimate_bandwidth scikit-learn 1.7.2 documen...

    ([[ 1 , 1 ], [ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7 ], [ 3 , 5 ],...sklearn.cluster. estimate_bandwidth ( X , * , quantile = 0.3 , n_samples...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.estimate_bandwidth.html
    Wed Sep 24 16:15:25 UTC 2025
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  5. johnson_lindenstrauss_min_dim scikit-learn 1....

    im ( 1e6 , eps = [ 0.5 , 0.1 , 0.01 ]) array([ 663, 11841, 1112658])...im ( n_samples , * , eps = 0.1 ) [source] # Find a safe number...
    scikit-learn.org/stable/modules/generated/sklearn.random_projection.johnson_lindenstrauss_min_dim...
    Wed Sep 24 16:15:25 UTC 2025
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  6. DecisionTreeClassifier scikit-learn 1.7.2 doc...

    be [{0: 1, 1: 1}, {0: 1, 1: 5}, {0: 1, 1: 1}, {0: 1, 1: 1}] instead...instead of [{1:1}, {2:5}, {3:1}, {4:1}]. The balanced mode uses...
    scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html
    Wed Sep 24 16:15:25 UTC 2025
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  7. NuSVR scikit-learn 1.7.2 documentation

    NuSVR ( * , nu = 0.5 , C = 1.0 , kernel = 'rbf' , degree = 3 , gamma...kernel {linear, poly, rbf, sigmoid, precomputed} or callable,...
    scikit-learn.org/stable/modules/generated/sklearn.svm.NuSVR.html
    Wed Sep 24 16:15:24 UTC 2025
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  8. confusion_matrix scikit-learn 1.7.2 documenta...

    [ "ant" , "bird" , "cat" ]) array([[2, 0, 0], [0, 0, 1], [1, 0,...0 , 1 , 0 , 1 ], [ 1 , 1 , 1 , 0 ]) . ravel () . tolist () >>>...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.confusion_matrix.html
    Wed Sep 24 16:15:25 UTC 2025
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  9. Isomap scikit-learn 1.7.2 documentation

    manifold. eigen_solver {auto, arpack, dense}, default=auto’...algorithm. neighbors_algorithm {auto, brute, kd_tree, ball_tree’},...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.Isomap.html
    Wed Sep 24 16:15:24 UTC 2025
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  10. average_precision_score scikit-learn 1.7.2 do...

    0.1 ], ... [ 0.4 , 0.3 , 0.3 ], ... [ 0.1 , 0.8 , 0.1 ], ......[ 0.2 , 0.3 , 0.5 ], ... [ 0.4 , 0.4 , 0.2 ], ... [ 0.1 , 0.2...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.average_precision_score.html
    Wed Sep 24 16:15:25 UTC 2025
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