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mallet (version 1.0)

A wrapper around the Java machine learning tool MALLET

Description

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

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Version

Install

install.packages('mallet')

Monthly Downloads

5,147

Version

1.0

License

MIT + file LICENSE

Maintainer

David Mimno

Last Published

August 9th, 2013

Functions in mallet (1.0)

mallet.topic.words

Retrieve a matrix of words weights for topics
mallet-package

An R wrapper for the Mallet topic modeling package
mallet.word.freqs

Descriptive statistics of word frequencies
mallet.topic.labels

Get strings containing the most probable words for each topic
MalletLDA

Create a Mallet topic model trainer
mallet.top.words

Get the most probable words and their probabilities for one topic.
mallet.subset.topic.words

Estimate topic-word distributions from a sub-corpus
mallet.import

Import text documents into Mallet format
mallet.read.dir

Import documents from a directory into Mallet format
mallet.doc.topics

Retrieve a matrix of topic weights for every document
mallet.topic.hclust

Return a hierarchical clustering of topics