Setup
收集当前使用的工具及配置。其它相关 Blog: 常用软件：Notion 个人主页 CS Tools：记录 CS 中常用工具 ...
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Deep Reinforcement Learning (Part 3)
Berkeley CS 285 Review My solution to the homework Deep Reinforcement Learning (Part 1) Deep Reinforcement Learning (Part 2) ...
Deep Reinforcement Learning (Part 2)
Berkeley CS 285 Review My solution to the homework Deep Reinforcement Learning (Part 1) Deep Reinforcement Learning (Part 3) ...
Deep Reinforcement Learning (Part 1)
Berkeley CS 285 Review My solution to the homework Deep Reinforcement Learning (Part 2) Deep Reinforcement Learning (Part 3) ...
Nonlinear System
ME 583 Review. Based on Nonlinear Systems (Hassan K. Khalil) book. ...
Matrix Derivatives
Notes on doing derivatives w.r.t. matrix/vector ...
Machine Learning
Machine Learning notes. Coursera Andrew Ng Machine Learning. My solution Stanford CS231n Convolutional Neural Networks for Visual Recognition. My solution ...
Convex Optimization
AA/EE/ME 578 Review ...
Machine Learning for Big Data
CSE 547 Review ...
Regular Expression
Regular Expression Tutorial ...