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  1. Roadmap — scikit-learn 1.8.0 documentation

    # Purpose of this document # This document lists general directions...maintaining a high-quality, well-documented collection of canonical tools...
    scikit-learn.org/stable/roadmap.html
    Mon Feb 09 10:22:28 GMT 2026
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  2. Working with text documents — scikit-lear...

    text documents using k-means Clustering text documents using...version Working with text documents # Examples concerning the...
    scikit-learn.org/stable/auto_examples/text/index.html
    Mon Feb 09 10:22:29 GMT 2026
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  3. Analyze legal documents without building a comp...

    other documents, you’ll need to upload those documents to BOX...Tutorial Analyze legal documents without building a complex RAG...
    developer.ibm.com/tutorials/watsonx-orchestrate-box-mcp/
    Mon Feb 09 19:03:03 GMT 2026
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  4. FeatureHasher and DictVectorizer Comparison &#8...

    text documents using k-means Clustering text documents using...text documents using sparse features Biclustering documents with...
    scikit-learn.org/stable/auto_examples/text/plot_hashing_vs_dict_vectorizer.html
    Mon Feb 09 10:22:28 GMT 2026
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  5. additive_chi2_kernel — scikit-learn 1.8.0...

    fr/hal-00171412/document Examples >>> from...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.additive_chi2_kernel.html
    Mon Feb 09 10:22:28 GMT 2026
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  6. TfidfVectorizer — scikit-learn 1.8.0 docu...

    one to document frequencies, as if an extra document was seen...the first document.' , ... 'This document is the second...
    scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.TfidfVectorizer.html
    Mon Feb 09 10:22:30 GMT 2026
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  7. 7.2. Feature extraction — scikit-learn 1....

    in the document. 7.2.3.2. Sparsity # As most documents will typically...the total number of documents in the document set, and \(\text{df}(t)\)...
    scikit-learn.org/stable/modules/feature_extraction.html
    Mon Feb 09 10:22:30 GMT 2026
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  8. Scikit-learn governance and decision-making &#8...

    Documentation Team Members of the documentation team engage...decision-making # The purpose of this document is to formalize the governance...
    scikit-learn.org/stable/governance.html
    Mon Feb 09 10:22:29 GMT 2026
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  9. LogisticRegression — scikit-learn 1.8.0 d...

    liblinear in the narrative documentation. References L-BFGS-B – Software...https://hal.inria.fr/hal-00860051/document SAGA – Defazio, A., Bach F....
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html
    Mon Feb 09 10:22:28 GMT 2026
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  10. LatentDirichletAllocation — scikit-learn ...

    default=None Prior of document topic distribution theta ....int, default=128 Number of documents to use in each EM iteration....
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.LatentDirichletAllocation.html
    Mon Feb 09 10:22:28 GMT 2026
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