mimno

Mallet

MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text.

jsLDA

An implementation of latent Dirichlet allocation in javascript

RMallet

R package wrapping Mallet

info3300-spr2017

Course materials for Data-Driven Web Applications

jsLBFGS

A javascript implementation of limited-memory BFGS

info3300-spr2016

Notes and pre-class work for INFO/CS 3300 and INFO 5100

PyMallet

Python tools for text

info3300-spr2018

Course materials for Data-Driven Web Applications

TidyMallet

A tidy-native LDA implementation in Rcpp

info6150-fall2018

Resources for Advanced Topic Modeling (Fall 2018)

info-3350-fall-2017

Materials for "Text Mining for History and Literature"

arxivtopics

info-3350-fall-2019

CulturalAnalytics

Articles from CA

GRMM

Mallet-compatible graphical model toolkit

hathitools

Tools for working with Hathi Trust Research Center extracted features files

MalletPPC

Posterior predictive checks for Mallet state files

ota

Creative commons texts from Oxford Text Archive

TwelveMedievalGhostStories

Stories transcribed by M.R. James from a manuscript from Byland Abbey

malletllm

Tools for using LLMs to analyze Mallet topic model output

showcase

INFO/CS 3300 Student Projects Showcase

tada2022

Text as Data 2022

dhbme

Supporting materials for DH Beyond Modern English presentation

eigenlm

spectral approaches to language modeling

info2950-spring2019

mallet_state_tools

Tools for working with mallet topic assignment state files

notebook-splitter

tool to split jupyter notebooks into one notebook per problem

onlineLDA

Code for online stochastic LDA

ProjectShowcase

Examples of course projects from previous years

tsEM