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  1. TfidfVectorizer — scikit-learn 1.7.1 documentation

    first document.' , ... 'This document is the second document.' ,...raw_documents ) [source] # Transform documents to document-term...
    scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.TfidfVectorizer.html
    Sat Aug 23 16:32:04 UTC 2025
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  2. LatentDirichletAllocation — scikit-learn 1.7.1 ...

    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
    Sat Aug 23 16:32:03 UTC 2025
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  3. make_multilabel_classification — scikit-learn 1...

    Multinomial(theta) pick the document length: k ~ Poisson(length)...than n_classes , and that the document length is never zero. Likewise,...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_multilabel_classification.html
    Sat Aug 23 16:32:03 UTC 2025
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  4. Tulsi Gabbard declassified documents over objec...

    Gabbard decided to declassify a document on Russia’s interference in...revealed in the declassified document. The top Democrat on the Senate...
    www.nbcnews.com/politics/politics-news/tulsi-gabbard-declassified-documents-objections-cia-source...
    Thu Aug 07 01:17:46 UTC 2025
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  5. Working with text documents — scikit-learn 1.7....

    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
    Sat Aug 23 16:32:04 UTC 2025
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  6. Contributing — scikit-learn 1.7.1 documentation

    commented and documented , and make sure the documentation renders...build the documentation, please refer to our Documentation guidelines....
    scikit-learn.org/stable/developers/contributing.html
    Sat Aug 23 16:32:03 UTC 2025
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  7. 8.3. Generated datasets — scikit-learn 1.7.1 do...

    number of topics for each document is drawn from a Poisson distribution,...would be correlated. For a document generated from multiple topics,...
    scikit-learn.org/stable/datasets/sample_generators.html
    Sat Aug 23 16:32:03 UTC 2025
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  8. Classification of text documents using sparse f...

    ) 2034 documents - 3.98MB (training set) 1353 documents - 2.87MB...text documents using k-means Clustering text documents using...
    scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html
    Sat Aug 23 16:32:04 UTC 2025
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  9. Biclustering documents with the Spectral Co-clu...

    text documents using k-means Clustering text documents using...JupyterLite or Binder Biclustering documents with the Spectral Co-clustering...
    scikit-learn.org/stable/auto_examples/bicluster/plot_bicluster_newsgroups.html
    Sat Aug 23 16:32:04 UTC 2025
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  10. Older Versions — scikit-learn 1.7.1 documentation

    fastica Documentation # Improved documentation for many modules,...64bit by Gael Varoquaux Documentation fixes for elastic net by...
    scikit-learn.org/stable/whats_new/older_versions.html
    Sat Aug 23 16:32:04 UTC 2025
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