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/academic_advisory
Collected opinions and advice for academic programs focused on data science skills.
Honglang/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
Honglang/awesome-public-datasets
An awesome list of (large-scale) public datasets on the Internet. (On-going collection)
Honglang/awesome-R
A curated list of awesome R packages, frameworks and software.
Honglang/BDA_R_demos
Bayesian Data Analysis demos for R
Honglang/BigBookofR
The biggest collection of R books (and maybe later some other resources too)
Honglang/broom_paper
Manuscript of "broom: An R Package for Converting Statistical Analysis Objects Into Tidy Data Frames"
Honglang/BrownianMotion
Honglang/causal-ml
Must-read papers and resources related to causal inference and machine (deep) learning
Honglang/COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
Honglang/covid-19-data
An ongoing repository of data on coronavirus cases and deaths in the U.S.
Honglang/Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
Honglang/DataScienceWorkshop2019
Data Science Workshop 2019
Honglang/Delving-deep-into-GANs
A curated, quasi-exhaustive list of state-of-the-art publications and resources about Generative Adversarial Networks (GANs) and their applications.
Honglang/ekatsevi.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Honglang/foundations_for_deep_learning
Building a scalable foundation for deep learning
Honglang/gan_example
Generative Adversial Network Example
Honglang/Hua-Zhou.github.io
Hua Zhou's personal webpage
Honglang/HW
Honglang/ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013) : Python code
Honglang/jieba
结巴中文分词
Honglang/jiebaR
Chinese text segmentation with R. R语言中文分词
Honglang/MPLVC
Honglang/pixyll
A simple, beautiful Jekyll theme that's mobile first
Honglang/Qix
Node.Js、Golang、Machine Learning、PostgreSQL、Deep Learning
Honglang/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
Honglang/SDE_Lectures
Honglang/STAT52100_Fall2017
Honglang/TeachingDemos
Bioinformatics related demos and tutorials using the R programming language
Honglang/Topics-in-deep-learning
Materials for class on topics in deep learning (STAT 991, UPenn/Wharton)