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  1. MiniBatchKMeans — scikit-learn 1.7.2 documentation

    [ 2 , 2 ], ... [ 3 , 2 ], [ 5 , 5 ], [ 1 ,...array ([[ 1 , 2 ], [ 1 , 4 ], [ 1 , 0 ], ... [ 4 , 2 ], [ 4 , 0...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.MiniBatchKMeans.html
    Sat Nov 08 10:35:05 UTC 2025
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  2. LatentDirichletAllocation — scikit-learn 1.7.2 ...

    implementation is based on [1] and [2] . Added in version 0.17. Read...rule. References [ 1 ] ( 1 , 2 , 3 ) “Online Learning for Latent...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.LatentDirichletAllocation.html
    Sat Nov 08 10:35:05 UTC 2025
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  3. TfidfVectorizer — scikit-learn 1.7.2 documentation

    2) means unigrams and bigrams, and (2, 2) means only...default regexp selects tokens of 2 or more alphanumeric characters...
    scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.TfidfVectorizer.html
    Sat Nov 08 10:35:05 UTC 2025
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  4. SimpleImputer — scikit-learn 1.7.2 documentation

    2. Changed in version 1.6: Currently,...) >>> imp_mean . fit ([[ 7 , 2 , 3 ], [ 4 , np . nan , 6 ], [...
    scikit-learn.org/stable/modules/generated/sklearn.impute.SimpleImputer.html
    Sat Nov 08 10:35:04 UTC 2025
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  5. SelectFromModel — scikit-learn 1.7.2 documentation

    [ - 2.79 , - 0.02 , - 0.85 ], ... [ - 1.34 , - 0.48 , - 2.55 ],...the estimator is of dimension 2. max_features int, callable, default=None...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectFromModel.html
    Sat Nov 08 10:35:05 UTC 2025
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  6. MaxAbsScaler — scikit-learn 1.7.2 documentation

    2. ], ... [ 2. , 0. , 0. ], ... [ 0. ,...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MaxAbsScaler.html
    Sat Nov 08 10:35:05 UTC 2025
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  7. ClassifierChain — scikit-learn 1.7.2 documentation

    2 , ... , Y . shape [ 1 ] - 1 ]...length 5.: order = [ 1 , 3 , 2 , 4 , 0 ] means that the first...
    scikit-learn.org/stable/modules/generated/sklearn.multioutput.ClassifierChain.html
    Sat Nov 08 10:35:05 UTC 2025
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  8. load_diabetes — scikit-learn 1.7.2 documentation

    2 < x < .2 Targets integer 25 - 346...scikit-learn 1.2 Release Highlights for scikit-learn 1.2 On this page...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.load_diabetes.html
    Sat Nov 08 10:35:04 UTC 2025
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  9. mutual_info_classif — scikit-learn 1.7.2 docume...

    [ 2 ] ( 1 , 2 ) A. Kraskov, H. Stogbauer...neighbors distances as described in [2] and [3] . Both methods are based...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.mutual_info_classif.html
    Sat Nov 08 10:35:04 UTC 2025
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  10. mutual_info_regression — scikit-learn 1.7.2 doc...

    [ 2 ] ( 1 , 2 ) A. Kraskov, H. Stogbauer...neighbors distances as described in [2] and [3] . Both methods are based...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.mutual_info_regression.html
    Sat Nov 08 10:35:05 UTC 2025
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