mallet: A wrapper around the Java machine learning tool MALLET

This package allows you to train topic models in mallet and load results directly into R.

Author
David Mimno
Date of publication
2013-08-09 16:46:59
Maintainer
David Mimno <mimno@cornell.edu>
License
MIT + file LICENSE
Version
1.0

View on CRAN

Man pages

mallet.doc.topics
Retrieve a matrix of topic weights for every document
mallet.import
Import text documents into Mallet format
MalletLDA
Create a Mallet topic model trainer
mallet-package
An R wrapper for the Mallet topic modeling package
mallet.read.dir
Import documents from a directory into Mallet format
mallet.subset.topic.words
Estimate topic-word distributions from a sub-corpus
mallet.topic.hclust
Return a hierarchical clustering of topics
mallet.topic.labels
Get strings containing the most probable words for each topic
mallet.topic.words
Retrieve a matrix of words weights for topics
mallet.top.words
Get the most probable words and their probabilities for one...
mallet.word.freqs
Descriptive statistics of word frequencies

Files in this package

mallet
mallet/inst
mallet/inst/java
mallet/inst/java/mallet.jar
mallet/inst/java/mallet-deps.jar
mallet/NAMESPACE
mallet/R
mallet/R/mallet-internal.R
mallet/R/onLoad.R
mallet/R/mallet.R
mallet/MD5
mallet/DESCRIPTION
mallet/man
mallet/man/mallet.doc.topics.Rd
mallet/man/mallet.word.freqs.Rd
mallet/man/MalletLDA.Rd
mallet/man/mallet.topic.hclust.Rd
mallet/man/mallet-package.Rd
mallet/man/mallet.read.dir.Rd
mallet/man/mallet.subset.topic.words.Rd
mallet/man/mallet.topic.labels.Rd
mallet/man/mallet.topic.words.Rd
mallet/man/mallet.import.Rd
mallet/man/mallet.top.words.Rd
mallet/LICENSE