# An R Wrapper for the Java Mallet Topic Modeling Toolkit

## Documentation for package ‘mallet’ version 1.3.0

- DESCRIPTION file
- User guides, package vignettes and other documentation

## Help Pages

mallet-package | An R Wrapper for the Java Mallet Topic Modeling Toolkit
load.mallet.instances | Load and save mallet instances from/to file
load.mallet.state | Load a Mallet state into Mallet
mallet.doc.topics | Retrieve a matrix of topic weights for every document
mallet.import | Import text documents into Mallet format
mallet.jar | Return the mallet jar filename(s)
mallet.read.dir | Import documents from a directory into Mallet format
mallet.stoplist.file.path | Return the file path to the mallet stoplists
mallet.subset.topic.words | Estimate topic-word distributions from a sub-corpus
mallet.supported.stoplists | Mallet supported stoplists
mallet.top.words | Get the most probable words and their probabilities for one topic
mallet.topic.hclust | Return a hierarchical clustering of topics
mallet.topic.labels | Get strings containing the most probable words for each topic
mallet.topic.model.load | Load (read) and save (write) a topic from a file
mallet.topic.model.read | Load (read) and save (write) a topic from a file
mallet.topic.model.save | Load (read) and save (write) a topic from a file
mallet.topic.model.write | Load (read) and save (write) a topic from a file
mallet.topic.words | Retrieve a matrix of words weights for topics
mallet.word.freqs | Descriptive statistics of word frequencies
MalletLDA | Create a Mallet topic model trainer
mallet_jar | Return the mallet jar filename(s)
mallet_stoplist_file_path | Return the file path to the mallet stoplists
mallet_supported_stoplists | Mallet supported stoplists
save.mallet.instances | Load and save mallet instances from/to file
save.mallet.state | Save a Mallet state to file
sotu | State of the Union Adresses.