Gensim (original) (raw)

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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)
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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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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)
rdfs:label Gensim (en) Gensim (fr) Gensim (ja)
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