About: Gensim -- Statistical Semantics in Python

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://www.fi.muni.cz/usr/sojka/posters/rehurek-sojka-scipy2011.pdf
Description	\texttt{Gensim} is a pure Python library that fights on two fronts: 1)~digital document indexing and similarity search; and 2)~fast, memory-efficient, scalable algorithms for Singular Value Decomposition and Latent Dirichlet Allocation. The connection between the two is unsupervised, semantic analysis of plain text in digital collections. Gensim was created for large digital libraries, but its underlying algorithms for large-scale, distributed, online SVD and LDA are like the Swiss Army knife of data analysis---also useful on their own, outside of the domain of Natural Language Processing. \texttt{Gensim} is a pure Python library that fights on two fronts: 1)~digital document indexing and similarity search; and 2)~fast, memory-efficient, scalable algorithms for Singular Value Decomposition and Latent Dirichlet Allocation. The connection between the two is unsupervised, semantic analysis of plain text in digital collections. Gensim was created for large digital libraries, but its underlying algorithms for large-scale, distributed, online SVD and LDA are like the Swiss Army knife of data analysis---also useful on their own, outside of the domain of Natural Language Processing. (en)
Title	Gensim -- Statistical Semantics in Python Gensim -- Statistical Semantics in Python (en)
skos:prefLabel	Gensim -- Statistical Semantics in Python Gensim -- Statistical Semantics in Python (en)
skos:notation	RIV/00216224:14330/11:00053512!RIV12-MSM-14330___
http://linked.open...avai/predkladatel	Fakulta informatiky
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(LC536), S
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Sojka, Petr Řehůřek, Radim
http://linked.open.../riv/druhVysledku	O - Ostatní výsledky nezařaditelné do žádného z výše uvedených druhů výsledku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Masarykova univerzita / Fakulta informatiky
http://linked.open...dnocenehoVysledku	201058
http://linked.open...ai/riv/idVysledku	RIV/00216224:14330/11:00053512
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	statistical semantics; gensim; Python; LDA; SVD (en)
http://linked.open.../riv/klicoveSlovo	SVD LDA Python gensim statistical semantics
http://linked.open...ontrolniKodProRIV	[2D53B57F1954]
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Integrated center for natural language processing
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Sojka, Petr Řehůřek, Radim
http://localhost/t...ganizacniJednotka	14330

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