hannawallach Goto Github PK

changepoint-detection

Code for "Bayesian Online Changepoint Detection" (Adams and MacKay, 2007).

cluster-lda

cmpsci691bm

Homeworks and other material for CMPSCI691BM (Bayesian Methods for Text).

declassified-documents

dpmm

Dirichlet process mixture model.

interview-preparation

Basic data structures and algorithms.

java-lda

LDA in Java.

kale

KALE's A Learning Engine.

misc

Miscellaneous Python tips, tricks, etc.

mmsbm

nips-data

Code for generating a data set of NIPS papers from 1987--2006.

palin-emails

Code for downloading the Sunlight Foundation's "Sarah's Inbox" data set.

python-lda

LDA in Python.

register-topic-model

rethinking-lda

Code for "Rethinking LDA: Why Priors Matter" (Wallach et. al, 2010).

scikit-learn

scikit-learn: machine learning in Python

topic-summarization

Topic summarization.

ufos

Code for exploring Infochimps' "UFO Sightings" data set.

uniform-process

Code for "An Alternative Prior Process for Nonparametric Bayesian Clustering" (Wallach et al., 2010).

web-scraping

Material for a short tutorial on web scraping.