dbo:abstract |
Gensim is an open-source library for unsupervised topic modeling, document indexing, retrieval by similarity, and other natural language processing functionalities, using modern statistical machine learning. Gensim is implemented in Python and Cython for performance. Gensim is designed to handle large text collections using data streaming and incremental online algorithms, which differentiates it from most other machine learning software packages that target only in-memory processing. (en) Gensim est une bibliothèque logicielle Python de topic modelling. (fr) Gensim(ジェンシム)は、最新の統計的機械学習を使用した、教師なしと自然言語処理のためのオープンソースライブラリである。 Gensimは、Python言語と性能向上を図るためにCython言語で記述されている。Gensimは、データストリーミングとインクリメンタルオンラインアルゴリズムを使用して大規模なテキストコレクションを処理するように設計されており、インメモリ処理のみを対象とした他の多くの機械学習ソフトウェアパッケージとの差別化を図っている。 (ja) |
dbo:genre |
dbr:Information_retrieval |
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dbr:GNU_Lesser_General_Public_License |
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dbr:Linux dbr:MacOS dbr:Microsoft_Windows |
dbo:programmingLanguage |
dbr:Python_(programming_language) |
dbo:thumbnail |
wiki-commons:Special:FilePath/Gensim_logo.png?width=300 |
dbo:wikiPageExternalLink |
https://radimrehurek.com/gensim/ https://github.com/RaRe-Technologies/gensim |
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dbo:wikiPageWikiLink |
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dbp:author |
Radim Řehůřek (en) |
dbp:developer |
RARE Technologies Ltd. (en) |
dbp:genre |
dbr:Information_retrieval |
dbp:license |
dbr:GNU_Lesser_General_Public_License |
dbp:logo |
Gensim logo.png (en) |
dbp:name |
Gensim (en) |
dbp:operatingSystem |
dbr:Linux dbr:MacOS dbr:Microsoft_Windows |
dbp:programmingLanguage |
dbr:Python_(programming_language) |
dbp:released |
2009 (xsd:integer) |
dbp:repo |
https://github.com/RaRe-Technologies/gensim |
dbp:website |
https://radimrehurek.com/gensim/ |
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dbc:Natural_language_processing_toolkits dbc:Free_science_software dbc:Python_(programming_language)_libraries |
gold:hypernym |
dbr:Modeling |
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rdfs:comment |
Gensim is an open-source library for unsupervised topic modeling, document indexing, retrieval by similarity, and other natural language processing functionalities, using modern statistical machine learning. Gensim is implemented in Python and Cython for performance. Gensim is designed to handle large text collections using data streaming and incremental online algorithms, which differentiates it from most other machine learning software packages that target only in-memory processing. (en) Gensim est une bibliothèque logicielle Python de topic modelling. (fr) Gensim(ジェンシム)は、最新の統計的機械学習を使用した、教師なしと自然言語処理のためのオープンソースライブラリである。 Gensimは、Python言語と性能向上を図るためにCython言語で記述されている。Gensimは、データストリーミングとインクリメンタルオンラインアルゴリズムを使用して大規模なテキストコレクションを処理するように設計されており、インメモリ処理のみを対象とした他の多くの機械学習ソフトウェアパッケージとの差別化を図っている。 (ja) |
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Gensim (en) Gensim (fr) Gensim (ja) |
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freebase:Gensim wikidata:Gensim dbpedia-fr:Gensim dbpedia-ja:Gensim https://global.dbpedia.org/id/4kHKN |
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Gensim (en) |
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