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