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  1. Isomap — scikit-learn 1.8.0 documentation

    Added in version 1.1. n_components int, default=2...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.Isomap.html
    Mon Jan 26 14:16:30 GMT 2026
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  2. Version 1.0 — scikit-learn 1.8.0 document...

    Version 1.0.1 # October 2021 Fixed models...Version 1.0.0 of scikit-learn requires python 3.7+, numpy 1.14.6+...
    scikit-learn.org/stable/whats_new/v1.0.html
    Mon Jan 26 11:09:12 GMT 2026
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  3. 12.1. Array API support (experimental) — ...

    1.1. Enabling array API support #...'numpy.ndarray'> 12.1.2.1. PyTorch Support # PyTorch Tensors...
    scikit-learn.org/stable/modules/array_api.html
    Mon Jan 26 11:09:17 GMT 2026
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  4. StandardScaler — scikit-learn 1.8.0 docum...

    ( data )) [[-1. -1.] [-1. -1.] [ 1. 1.] [ 1. 1.]] >>>...0 , 0 ], [ 0 , 0 ], [ 1 , 1 ], [ 1 , 1 ]] >>> scaler...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html
    Mon Jan 26 14:16:30 GMT 2026
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  5. FlashMap (Spring Framework 7.0.1 API)

    1 Author: Rossen Stoyanchev See...expiration time for the FlashMap or -1 if the expiration period has not...
    docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/web/servlet/FlashMap...
    Fri Feb 01 00:00:00 GMT 1980
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  6. LabelSpreading — scikit-learn 1.8.0 docum...

    means 1 unless in a joblib.parallel_backend context. -1 means...Clamping factor. A value in (0, 1) that specifies the relative amount...
    scikit-learn.org/stable/modules/generated/sklearn.semi_supervised.LabelSpreading.html
    Mon Jan 26 14:16:33 GMT 2026
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  7. ColumnTransformer — scikit-learn 1.8.0 do...

    1. , 2. , 2. ], ... [ 1. , 1. , 0. , 1. ]]) >>>...scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...
    scikit-learn.org/stable/modules/generated/sklearn.compose.ColumnTransformer.html
    Mon Jan 26 11:09:12 GMT 2026
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  8. silhouette_samples — scikit-learn 1.8.0 d...

    The best value is 1 and the worst value is -1. Values near 0 indicate...<= n_labels <= n_samples - 1 . This function returns the Silhouette...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.silhouette_samples.html
    Mon Jan 26 14:16:29 GMT 2026
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  9. indexable — scikit-learn 1.8.0 documentation

    [ 1 , 2 , 3 ], np . array ([ 2 , 3...>>> indexable ( * iterables ) [[1, 2, 3], array([2, 3, 4]), None,...
    scikit-learn.org/stable/modules/generated/sklearn.utils.indexable.html
    Mon Jan 19 11:28:24 GMT 2026
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  10. PassiveAggressiveClassifier — scikit-lear...

    deprecated in version 1.8 and will be removed in 1.10. Instead use:...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.PassiveAggressiveClassifier.html
    Mon Jan 26 14:16:30 GMT 2026
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