Honglang's repositories
Make-Projects
Shell scripts to create basic files and directories for books and other long documents.
collisions
Visualization of bicycle collisions in Montreal
blog.knatten.org
Source code examples from blog.knatten.org
vistat
A gallery of statistical graphics and visualizations
stat-cookbook
The probability and statistics cookbook
haxogreen.lu
preparation for haxogreen 2012
link-prediction
Solution to Facebook's link prediction contest on Kaggle.
musichackathon
EMI Music Hackathon entry
rmarkdown-rmeetup-2012
Reproducible analysis with knitr, R Markdown, and RStudio: Slides and example R Markdown files from the presentation
FacebookRecruitingCompetition
Code to create benchmarks for Kaggle's Facebook Recruiting Competition
ggplot2-tutorial
Quick introduction to ggplot2 (no knowledge of R assumed)
dirichlet-process
Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)
restricted-boltzmann-machines
Restricted Boltzmann Machines in Python.
markdown-demonstration
A demonstration of Markdown for ProfHacker
matelike
Empirical Likelihood for Matlab
gap-statistic
An implementation of the gap statistic algorithm to compute the number of clusters in a set of numerical data.
prediction-strength
An implementation of the prediction strength algorithm from Tibshirani, Walther, Botstein, and Brown's "Cluster validation by prediction strength".