Package: mallet 1.3.1

Måns Magnusson

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

An R interface for the Java Machine Learning for Language Toolkit (mallet) <https://mimno.github.io/Mallet/> 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 Java Virtual Machine (JVM).

Authors:Måns Magnusson [cre, aut], David Mimno [aut, cph]

mallet_1.3.1.tar.gz
mallet_1.3.1.zip(r-4.7)mallet_1.3.1.zip(r-4.6)mallet_1.3.1.zip(r-4.5)
mallet_1.3.1.tgz(r-4.6-any)mallet_1.3.1.tgz(r-4.5-any)
mallet_1.3.1.tar.gz(r-4.7-any)mallet_1.3.1.tar.gz(r-4.6-any)
mallet_1.3.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
mallet/json (API)

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

Bug tracker:https://github.com/mimno/rmallet/issues

Uses libs:
  • openjdk– OpenJDK Java runtime, using Hotspot JIT
Datasets:
  • sotu - State of the Union Adresses.

On CRAN:

Conda:

openjdk

7.98 score 39 stars 160 scripts 5.1k downloads 2 mentions 24 exports 3 dependencies

Last updated from:cff720fe1a. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK184
source / vignettesOK209
linux-release-x86_64OK141
macos-release-arm64OK192
macos-oldrel-arm64OK170
windows-develOK82
windows-releaseOK75
windows-oldrelOK73
wasm-releaseOK114

Exports:load.mallet.instancesload.mallet.statemallet_jarmallet_stoplist_file_pathmallet_supported_stoplistsmallet.doc.topicsmallet.importmallet.jarmallet.read.dirmallet.stoplist.file.pathmallet.subset.topic.wordsmallet.supported.stoplistsmallet.top.wordsmallet.topic.hclustmallet.topic.labelsmallet.topic.model.loadmallet.topic.model.readmallet.topic.model.savemallet.topic.model.writemallet.topic.wordsmallet.word.freqsMalletLDAsave.mallet.instancessave.mallet.state

Dependencies:backportscheckmaterJava

Introduction to R mallet

David Mimno and Måns Magnusson

Rendered frommallet.Rmdusingknitr::rmarkdownon May 21 2026.

Last update: 2022-07-21
Started: 2015-09-25