Honglang's starred repositories
DeepLearning
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
awesome-r-pkgtools
A curated list of awesome tools for R package development
Caffo-Coursera
A repository of my Coursera latex code and notes
dataanalysis
The lecture slides for Coursera's Data Analysis class
haxogreen.lu
preparation for haxogreen 2012
restricted-boltzmann-machines
Restricted Boltzmann Machines in Python.
prediction-strength
An implementation of the prediction strength algorithm from Tibshirani, Walther, Botstein, and Brown's "Cluster validation by prediction strength".
gap-statistic
An implementation of the gap statistic algorithm to compute the number of clusters in a set of numerical data.
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)
link-prediction
Solution to Facebook's link prediction contest on Kaggle.
musichackathon
EMI Music Hackathon entry
musichackathon
EMI Music Hackathon entry
link-prediction
Solution to Facebook's link prediction contest on Kaggle.
haxogreen.lu
preparation for haxogreen 2012
FacebookRecruitingCompetition
Code to create benchmarks for Kaggle's Facebook Recruiting Competition
wordpress-LDA
Makes a submission to Kaggle's wordpress competetition using LDA features
FacebookRecruitingCompetition
Code to create benchmarks for Kaggle's Facebook Recruiting Competition
dirichlet-process
Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)
ggplot2-tutorial
Quick introduction to ggplot2 (no knowledge of R assumed)