Pinned Repositories
dirichlet-process
Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)
FacebookRecruitingCompetition
Code to create benchmarks for Kaggle's Facebook Recruiting Competition
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)
haxogreen.lu
preparation for haxogreen 2012
ipython
Official IPython repository
link-prediction
Solution to Facebook's link prediction contest on Kaggle.
misc
miscellaneous stuff
MLNotes
Very concise notes on machine learning and statistics.
musichackathon
EMI Music Hackathon entry
Honglang's Repositories
Honglang/broman
R/broman: A package with Karl Broman's personal R code
Honglang/Caffo-Coursera
A repository of my Coursera latex code and notes
Honglang/dataanalysis
The lecture slides for Coursera's Data Analysis class
Honglang/devtools
Tools to make an R developer's life easier
Honglang/edX-Learning-From-Data-Solutions
Homework Answers
Honglang/futureofstats
Take Homes from the Unconference on the Future of Statistics #futureofstats
Honglang/ggplot-lecture
My lecture on ggplot at Cal (spring 2013)
Honglang/HPCPythonSC2012
Honglang/IPythonIsGreat
This repository contains IPython notebooks and other resources from my talk IPython is Great (for large-scale computation, data exploration, and creating reproducible research artifacts). The slides and IPython notebooks from my talk were featured in the 2013 Data Science course at Harvard.
Honglang/kaggle_insults
Kaggle Submission for "Detecting Insults in Social Commentary"
Honglang/knitr
A general-purpose tool for dynamic report generation in R
Honglang/labs
Scripts for the PH525x: Data Analysis for Genomics
Honglang/learnxinyminutes-docs
Code documentation written as code! How novel and totally my idea!
Honglang/MISO
MISO: Mixture of Isoforms model for RNA-Seq isoform quantitation
Honglang/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Honglang/project
SNA project
Honglang/pyfuncview
Easy tool to call C functions from Python and Python functions from C (for mixed usage of C and Python from Cython code)
Honglang/python-guide
Python best practices guidebook, written for Humans.
Honglang/RBeamerPoster
Example of producing Posters using R, LaTex, Beamer and BeamerPoster
Honglang/Rcpp
Seamless R and C++ Integration
Honglang/rcpp-gallery
Source code for the Rcpp Gallery website
Honglang/reveal.js
The HTML Presentation Framework
Honglang/scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
Honglang/scikit-learn
scikit-learn main repo
Honglang/scipy-lecture-notes
Notes used to give tutorials (for example at Euroscipy 2010/2011)
Honglang/stat-learning
Notes and exercise attempts for "An Introduction to Statistical Learning"
Honglang/statsmodels
Statsmodels: statistical modeling and econometrics in Python
Honglang/structSSI
Source code for R package structSSI, implementing the Hierarchical FDR procedure and Group Benjamini-Hochberg procedure.
Honglang/talks
Talks and materials from different conferences, meetings etc
Honglang/theBioBucket-Archives
R-Code used in my blog theBioBucket