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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
Version
1.3.0
1.0
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Install
install.packages('mallet')
Monthly Downloads
634
Version
1.0
License
MIT + file LICENSE
Maintainer
David Mimno
Last Published
August 9th, 2013
Functions in mallet (1.0)
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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