Package: seededlda 1.4.4

Kohei Watanabe

seededlda: Seeded Sequential LDA for Topic Modeling

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.

Authors:Kohei Watanabe [aut, cre, cph], Phan Xuan-Hieu [aut, cph]

seededlda_1.4.4.tar.gz
seededlda_1.4.4.tar.gz(r-4.7-arm64)seededlda_1.4.4.tar.gz(r-4.7-x86_64)seededlda_1.4.4.tar.gz(r-4.6-arm64)seededlda_1.4.4.tar.gz(r-4.6-x86_64)
seededlda_1.4.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
seededlda/json (API)
NEWS

# Install 'seededlda' in R:
install.packages('seededlda', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/koheiw/seededlda/issues

Pkgdown/docs site:https://koheiw.github.io

Uses libs:
  • onetbb– Parallelism library for C++
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

Conda:

onetbbcpp

3.09 score 1 packages 205 scripts 725 downloads 9 exports 36 dependencies

Last updated from:7be987c9f4. Checks:6 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-arm64OK353
linux-devel-x86_64OK296
source / vignettesOK218
linux-release-arm64OK357
linux-release-x86_64OK364
wasm-releaseOK150

Exports:divergenceinfo_tbbperplexitysizestermstextmodel_ldatextmodel_seededldatextmodel_seqldatopics

Dependencies:briocallrclicrayondescdiffobjevaluatefastmatchfsglueISOcodesjsonlitelatticelifecyclemagrittrMatrixpkgbuildpkgloadpraiseprocessxproxyCpsquantedaR6RcppRcppArmadillorlangrprojrootSnowballCstopwordsstringitestthatwaldowithrxml2yaml