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DESCRIPTION
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DESCRIPTION
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Package: seededlda
Type: Package
Title: Seeded Sequential LDA for Topic Modeling
Version: 1.4.1
Authors@R: c(person("Kohei", "Watanabe", email = "[email protected]", role = c("aut", "cre", "cph")),
person("Phan", "Xuan-Hieu", email = "[email protected]", role = c("aut", "cph"), comment = "GibbsLDA++"))
Description: Seeded Sequential LDA can classify sentences of texts into pre-define topics with a small number of seed words (Watanabe & Baturo, 2023) <doi:10.1177/08944393231178605>.
Implements Seeded LDA (Lu et al., 2010) <doi:10.1109/ICDMW.2011.125> and Sequential LDA (Du et al., 2012) <doi:10.1007/s10115-011-0425-1> with the distributed LDA algorithm (Newman, et al., 2009) for parallel computing.
License: GPL-3
LazyData: TRUE
URL: https://github.com/koheiw/seededlda,
https://koheiw.github.io/seededlda/
BugReports: https://github.com/koheiw/seededlda/issues
Encoding: UTF-8
Depends:
R (>= 3.5.0),
quanteda (>= 4.0.0),
methods,
proxyC (>= 0.3.1)
Imports:
Matrix
LinkingTo: Rcpp, RcppArmadillo (>= 0.7.600.1.0), quanteda, testthat
Suggests:
spelling,
testthat,
topicmodels
RoxygenNote: 7.3.2
Roxygen: list(markdown = TRUE)
Language: en-US