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.


Reference manual

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install.packages("mallet")

1.3.0 by Måns Magnusson, 4 years ago


https://github.com/mimno/RMallet


Report a bug at https://github.com/mimno/RMallet/issues


Browse source code at https://github.com/cran/mallet


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


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports rJava, checkmate

Suggests knitr, rmarkdown, dplyr, testthat

System requirements: java


Suggested by LDAvis, tidytext, topics.


See at CRAN