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  1. 1.2. Linear and Quadratic Discriminant Analysis...

    equal to \(\frac{1}{n - 1} X_k^tX_k = \frac{1}{n - 1} V S^2 V^t\)...\frac{1}{(2\pi)^{d/2} |\Sigma_k|^{1/2}}\exp\left(-\frac{1}{2} (x-\mu_k)^t...
    scikit-learn.org/stable/modules/lda_qda.html
    Wed Nov 19 04:33:04 GMT 2025
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  2. Version 1.3 — scikit-learn 1.7.2 document...

    Version 1.3.1 # September 2023 Changed models...scikit-learn 1.2 to make it predict with scikit-learn 1.3: retraining...
    scikit-learn.org/stable/whats_new/v1.3.html
    Sat Nov 15 10:03:27 GMT 2025
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  3. Version 1.5 — scikit-learn 1.7.2 document...

    Version 1.5.1 # July 2024 Changes impacting...be dropped in scikit-learn 1.6. The 1.5.x releases will support...
    scikit-learn.org/stable/whats_new/v1.5.html
    Wed Nov 19 04:33:04 GMT 2025
      143K bytes
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  4. Release Highlights for scikit-learn 1.0 —...

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...import make_pipeline y = [ 1 , 0 , 1 ] pipe = make_pipeline ( preprocessor...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_0_0.html
    Wed Nov 19 04:33:04 GMT 2025
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  5. 1.14. Semi-supervised learning — scikit-l...

    1.14.1. Self Training # This self-training...Ctrl + K GitHub Choose version 1.14. Semi-supervised learning #...
    scikit-learn.org/stable/modules/semi_supervised.html
    Wed Nov 19 04:33:04 GMT 2025
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  6. Release Highlights for scikit-learn 1.5 —...

    array([[-1.1, 1.1, 1.1], [ 3.9, -1.2, 1.1], [ 0.1, 1.3, 1.1], [-0.1,...[-0.1, -1.4, -1.4], [-4.9, 1.5, -1.5], [ 0.1, 1.6, 1.6]]) Pairwise...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html
    Wed Nov 19 04:33:04 GMT 2025
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  7. Elasticsearch for Apache Hadoop version 8.1.1 |...

    1.1 ES-Hadoop 8.1.1 is a version compatibility...Elasticsearch 8.1.1. « Elasticsearch for Apache Hadoop version 8.1.2 Elasticsearch...
    www.elastic.co/guide/en/elasticsearch/hadoop/8.19/eshadoop-8.1.1.html
    Mon Oct 20 16:31:51 GMT 2025
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  8. 1.13. Feature selection — scikit-learn 1....

    1], [1, 0], [0, 0], [1, 1], [1, 0], [1, 1]]) As expected,...0 , 0 , 1 ], [ 0 , 1 , 0 ], [ 1 , 0 , 0 ], [ 0 , 1 , 1 ], [ 0...
    scikit-learn.org/stable/modules/feature_selection.html
    Wed Nov 19 04:33:03 GMT 2025
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  9. 8.1. Toy datasets — scikit-learn 1.7.2 do...

    length: 1.0 6.9 3.76 1.76 0.9490 (high!) petal width: 0.1 2.5 1.20...0.41 3.58 1.59 0.57 Colour Intensity: 1.3 13.0 5.1 2.3 Hue: 0.48...
    scikit-learn.org/stable/datasets/toy_dataset.html
    Wed Nov 19 04:33:04 GMT 2025
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  10. CountVectorizer — scikit-learn 1.7.2 docu...

    [[0 1 1 1 0 0 1 0 1] [0 2 0 1 0 1 1 0 1] [1 0 0 1 1 0 1 1 1] [0...[[0 0 1 1 0 0 1 0 0 0 0 1 0] [0 1 0 1 0 1 0 1 0 0 1 0 0] [1 0 0...
    scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.CountVectorizer.html
    Wed Nov 19 11:41:58 GMT 2025
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