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  1. Clustering text documents using k-means — sciki...

    frequent words to features indices and hence compute a word occurrence...documents by topics using a Bag of Words approach . Two algorithms are...
    scikit-learn.org/stable/auto_examples/text/plot_document_clustering.html
    Wed Oct 15 17:17:49 UTC 2025
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  2. Configure dynamic field mappings and analyzers ...

    "generate_word_parts": "true", "preserve_original":..."preserve_original": "false", "catenate_words": "true", "generate_number_parts":...
    www.elastic.co/guide/en/app-search/current/elasticsearch-engines-mappings-and-analyzers.html
    Tue Jul 29 14:26:41 UTC 2025
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  3. Introducing Elastic Learned Sparse Encoder: Ela...

    not just words With 8.8, Elastic offers semantic...captures relationships between words on the conceptual level, understanding...
    www.elastic.co/search-labs/blog/introducing-elastic-learned-sparse-encoder-elser
    Thu Oct 16 00:42:42 UTC 2025
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  4. 1.5. Stochastic Gradient Descent — scikit-learn...

    word frequencies or indicator features)...We found that Averaged SGD works best with a larger number of...
    scikit-learn.org/stable/modules/sgd.html
    Wed Oct 15 17:17:51 UTC 2025
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  5. FeatureHasher and DictVectorizer Comparison — s...

    functions # A token may be a word, part of a word or anything comprised...between the words in a sentence is often called a Bag of Words representation...
    scikit-learn.org/stable/auto_examples/text/plot_hashing_vs_dict_vectorizer.html
    Wed Oct 15 17:17:50 UTC 2025
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  6. Known issues | App Search documentation [8.19] ...

    Multi word synonyms are not used in a phrase...match, but matched as individual words. It is possible for a document...
    www.elastic.co/guide/en/app-search/current/known-issues.html
    Tue Jul 29 14:26:41 UTC 2025
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  7. java-editor-templates.xml

    b_tag" name="">${word_selection}${}${cursor}true javadoc...mplates.code_tag" name="">${word_selection}${}${cursor}true javadoc...
    dbflute.seasar.org/download/patch/handson/20140921_templates/java-editor-templates.xml
    Mon Sep 15 10:51:15 UTC 2025
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  8. Classification of text documents using sparse f...

    documents by topics using a Bag of Words approach . This example uses...max_df = 0.5 , min_df = 5 , stop_words = "english" ) X_train = vectorizer...
    scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html
    Wed Oct 15 17:17:50 UTC 2025
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  9. Live updates: Trump visits the U.K.; Kash Patel...

    she criticized Kirk’s past “words and actions” following the shooting....a sign emblazoned with the words “I am a proud American. I am...
    www.nbcnews.com/politics/trump-administration/live-blog/trump-uk-kash-patel-federal-interest-rate...
    Thu Sep 18 01:15:31 UTC 2025
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  10. Ryder Cup golf: Europe responds to America fans...

    Bryson DeChambeau shared heated words with opponent Justin Rose after...necessarily in danger," but "words hurt, too," he said afterward....
    www.nbcnews.com/sports/golf/ryder-cup-golf-europe-america-fans-abuse-bethpage-rcna234377
    Tue Sep 30 01:17:35 UTC 2025
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