mimno/info3300-spr2017

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Created almost 8 years ago
Updated over 7 years ago

mimno/info3300-spr2017

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Course materials for Data-Driven Web Applications

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

RMallet

R package wrapping Mallet

anchor

Mallet-compatible anchor-based topic model

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

Jupyter Notebook

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"

admixture-ppc

Posterior predictive checks for genetic admixture models

info-3350-fall-2019

Jupyter Notebook

arxivtopics

hathitools

Tools for working with Hathi Trust Research Center extracted features files

CulturalAnalytics

Articles from CA

GRMM

Mallet-compatible graphical model toolkit

MalletPPC

Posterior predictive checks for Mallet state files

naivebayes

in-browser classification and analysis

ota

Creative commons texts from Oxford Text Archive

TwelveMedievalGhostStories

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

info-3350-fall-2015

networks

Poisson network community model

tada2022

Text as Data 2022