statistical-learning topic
R-and-Machine-Learning
several R scripts about Machine Learning that I code
dplearn
Learn Deep Learning The Hard Way
awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.
ISLR.jl
JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"
ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
py-glm
Generalized Linear Models in Sklearn Style
the-books-making-you-better
A list of time-lasting classic books, which not only help you figure out how it works, but also grasp when it works and why it works in that way.
tapas
TAPAS - Translational Algorithms for Psychiatry-Advancing Science
Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning