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  1. plot_release_highlights_1_7_0.py

    or with conda:: conda install -c conda-forge scikit-learn """ #...d=False), LogisticRegression(C=2.0)) model # %% # Custom validation...
    scikit-learn.org/stable/_downloads/27dd4dbb41dee53fc86e0d5b6d3254d3/plot_release_highlights_1_7_0.py
    Sun Jun 29 19:04:30 UTC 2025
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  2. Using Azure LLM Functions with Elasticsearch fo...

    Jupyter Notebook Semantic Kernel C# App with Blazor Frontend Smart...LLM Tools - Each LLM tool is a C# program that we created for this...
    www.elastic.co/search-labs/blog/azure-llm-functions-elasticsearch
    Thu Jun 19 01:05:44 UTC 2025
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  3. auto_examples_jupyter.zip

    c in enumerate(centers):\n ax2.scatter(c[0], c[1], marker=\"$%d$\"...RANDOM_SEED)\nprint(\"Class\", \"P(C)\", \"P(w0|C)\", \"P(w1|C)\", sep=\"\\t\")\nfor...
    scikit-learn.org/stable/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip
    Sun Jun 29 19:04:30 UTC 2025
      2.2M bytes
      2 views
     
  4. make_multilabel_classification — scikit-learn 1...

    choose a class c: c ~ Multinomial(theta) pick the...a word: w ~ Multinomial(theta_c) In the above process, rejection...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_multilabel_classification.html
    Sun Jun 29 19:04:30 UTC 2025
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  5. OrdinalEncoder — scikit-learn 1.7.0 documentation

    (c.f. bpo-43475 ). Examples Given...into a single category, “b” and “c” are their own categories, unknown...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.OrdinalEncoder.html
    Sun Jun 29 19:04:30 UTC 2025
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  6. SplineTransformer — scikit-learn 1.7.0 document...

    order {‘C’, ‘F’}, default=’C’ Order of output array...include_bias = True , order = 'C' , sparse_output = False ) [source]...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.SplineTransformer.html
    Sun Jun 29 19:04:30 UTC 2025
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  7. GaussianNB — scikit-learn 1.7.0 documentation

    Returns : C ndarray of shape (n_samples,)...The input samples. Returns : C ndarray of shape (n_samples, n_classes)...
    scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.GaussianNB.html
    Sun Jun 29 19:04:30 UTC 2025
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  8. PolynomialFeatures — scikit-learn 1.7.0 documen...

    order {‘C’, ‘F’}, default=’C’ Order of output array...include_bias = True , order = 'C' ) [source] # Generate polynomial...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.PolynomialFeatures.html
    Sun Jun 29 19:04:30 UTC 2025
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  9. 3.2. Tuning the hyper-parameters of an estimato...

    Typical examples include C , kernel and gamma for Support...param_grid : param_grid = [ { 'C' : [ 1 , 10 , 100 , 1000 ], 'kernel'...
    scikit-learn.org/stable/modules/grid_search.html
    Sun Jun 29 19:04:30 UTC 2025
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  10. IncrementalPCA — scikit-learn 1.7.0 documentation

    Recognition and Machine Learning” by C. Bishop, 12.2.1 p. 574 or htt...Computations, Third Edition, G. Holub and C. Van Loan, Chapter 5, section...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.IncrementalPCA.html
    Sun Jun 29 19:04:29 UTC 2025
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