hannawallach

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).

dpmm

Dirichlet process mixture model.

interview-preparation

Basic data structures and algorithms.

java-lda

LDA in Java.

nips-data

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

python-lda

LDA in Python.

rethinking-lda

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

topic-summarization

Topic summarization.

hannawallach/dpmm

Dirichlet process mixture model.

hannawallach/python-lda

LDA in Python.

hannawallach/changepoint-detection

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

hannawallach/rethinking-lda

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

hannawallach/topic-summarization

Topic summarization.

hannawallach/cmpsci691bm

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

hannawallach/java-lda

LDA in Java.

hannawallach/nips-data

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

hannawallach/cluster-lda

hannawallach/interview-preparation

Basic data structures and algorithms.

hannawallach/kale

KALE's A Learning Engine.

hannawallach/palin-emails

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

hannawallach/declassified-documents

hannawallach/misc

Miscellaneous Python tips, tricks, etc.

hannawallach/mmsbm

hannawallach/register-topic-model

hannawallach/scikit-learn

scikit-learn: machine learning in Python

hannawallach/ufos

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

hannawallach/uniform-process

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

hannawallach/web-scraping

Material for a short tutorial on web scraping.