/correlated-topic-model

An implementation of a topic model with logistic normal prior, as described by Blei and Lafferty (2007)

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

Correlated Topic Model

plate diagram

Most frequent words for each topic in subset of 20newsgroups dataset

car mph temp gauge large
oil service blah change come
engine insurance geico diesels cars
article edu writes don great
edu info university article insurance
car auto blue book check
car edu manual small engine
henry edu toronto spencer writes
car ford probe find speed
toyota cars quote seat article
space history spacecraft book part
edu internet mustang space astronomy
space hst mission shuttle bill
edu system oort writes day
car clutch shifter sho don
station option space redesign eliot
sky edu people uiuc cso
edu gif uci ics incoming
edu writes article apr shuttle
writes article edu people type