Deep Learning
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Homepage for STAT 157 at UC Berkeley
强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/
Pytorch implementation of GRU-ODE-Bayes
A project for processing neural networks and rendering to gain insights on the architecture and parameters of a model through a decluttered representation.
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
A playbook for systematically maximizing the performance of deep learning models.
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"