koheiw/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.

Getting started

Package details

Maintainer
LicenseGPL-3
Version1.4.3
URL https://github.com/koheiw/seededlda https://koheiw.github.io/seededlda/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("koheiw/seededlda")
koheiw/seededlda documentation built on Jan. 23, 2025, 3:14 p.m.