CRAN/E | seededlda

seededlda

Seeded Sequential LDA for Topic Modeling

Installation

About

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.

github.com/koheiw/seededlda
koheiw.github.io/seededlda/
Bug report File report

Key Metrics

Version 1.2.1
R ≥ 3.5.0
Published 2024-04-11 179 days ago
Needs compilation? yes
License GPL-3
CRAN checks seededlda results

Downloads

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Maintainer

Maintainer

Kohei Watanabe

Authors

Kohei Watanabe

aut / cre / cph

Phan Xuan-Hieu

aut / cph

(GibbsLDA++)

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

seededlda archive

Depends

R ≥ 3.5.0
quanteda ≥ 4.0.0
methods
proxyC ≥ 0.3.1

Imports

Matrix

Suggests

testthat
topicmodels
keyATM

LinkingTo

Rcpp
RcppArmadillo ≥ 0.7.600.1.0
quanteda
testthat

Reverse Imports

oolong