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

info3300-spr2015. Notes and in-class problems for ML+d3 course

anchor. Mallet-compatible anchor-based topic model

RMallet. R package wrapping Mallet

jsLBFGS. A javascript implementation of limited-memory BFGS

info3300-spr2017. Course materials for Data-Driven Web Applications

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

ota. Creative commons texts from Oxford Text Archive

info6150-fall2018. Resources for Advanced Topic Modeling (Fall 2018)

info-3350-fall-2017. Materials for "Text Mining for History and Literature"

sklearn-gibbs-lda. sklearn-compatible LDA using collapsed Gibbs sampling with Numba optimization

admixture-ppc. Posterior predictive checks for genetic admixture models

info-3350-fall-2019. Jupyter Notebook

GRMM. Mallet-compatible graphical model toolkit

arxivtopics. HTML

MalletPPC. Posterior predictive checks for Mallet state files

hathitools. Tools for working with Hathi Trust Research Center extracted features files

CulturalAnalytics. Articles from CA

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

networks. Poisson network community model

naivebayes. in-browser classification and analysis

info-3350-fall-2015. Python

MalletJSON. Convert MALLET binary InstanceList files to human-readable JSON format

tada2022. Text as Data 2022

malletllm. Tools for using LLMs to analyze Mallet topic model output

showcase. INFO/CS 3300 Student Projects Showcase