Projects

GomokuZero

Implementation of MCTS+ResNet in AlphaGo Zero for Gomoku. Keras/Pytorch.

Notes on AlphaGo(Zero) in Chinese

Github

Pytorch branch

AFSM

Arrowized functional state machines. DSL in Haskell.

Github

Golisp

A tiny Lisp interpreter in Go. Unfinished. The interpreter is simple and slow. I feel that VM may be the right way to implement a tiny programming language.

Github

Articles

English

• Copernican Principle
• Binomial confidence interval with shortest length
• Notes on zkSNARKs in Nutshell
• Interview algorithm problems(continuous update)

Chinese

• 圣彼得堡悖论
• 圣彼得堡悖论 II
• 变分推断
• Y Combinator
• Y Combinator II
• Attention Models

Notes

数学丛书

• 数学分析原理
• 复分析基础及工程应用

Statistical Inference

• Statistical Inference 1~4
• Statistical Inference 5~8
• Statistical Inference 9~12

信息论基础

• 信息论基础 1~8
• 信息论基础 9~16

Deep Learning Book

Notes
Chapter 5	Chapter 6	Chapter 7
Chapter 8	Chapter 9	Chapter 10
Chapter 11	Chapter 12	Chapter 13
Chapter 14	Chapter 15	Chapter 16
Chapter 17	Chapter 18	Chapter 19
Chapter 20

Reinforcement Learning

Notes
Chapter 1	Chapter 2	Chapter 3
Chapter 4	Chapter 5	Chapter 6
Chapter 7	Chapter 8	Chapter 9
Chapter 10	Chapter 11	Chapter 12
Chapter 13	Chapter 14	Chapter 15
Chapter 16	Chapter 17	Models