mallet: An R Wrapper for the Java Mallet Topic Modeling Toolkit

An R interface for the Java Machine Learning for Language Toolkit (mallet) <http://mallet.cs.umass.edu/> to estimate probabilistic topic models, such as Latent Dirichlet Allocation. We can use the R package to read textual data into mallet from R objects, run the Java implementation of mallet directly in R, and extract results as R objects. The Mallet toolkit has many functions, this wrapper focuses on the topic modeling sub-package written by David Mimno. The package uses the rJava package to connect to a JVM.

Package details

AuthorMåns Magnusson [cre, aut] (<https://orcid.org/0000-0002-0296-2719>), David Mimno [aut, cph] (<https://orcid.org/0000-0001-7510-9404>)
MaintainerMåns Magnusson <mons.magnusson@gmail.com>
LicenseMIT + file LICENSE
Version1.3.0
URL https://github.com/mimno/RMallet
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("mallet")

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mallet documentation built on July 20, 2022, 5:08 p.m.