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2022-machine-learning-specialization

algorithm-primary

算法和数据结构新手班

algorithm_qa

左程云老师算法最优解Python实现

awesome-reinforcement-learning-zh

中文整理的强化学习资料（Reinforcement Learning）

awesome-resume

Resume，Resume Templates，程序员简历例句，简历模版，

awesome-rl

Reinforcement learning resources curated

bookskeeper

对各类图书资源的收集。大量计算机、AI方面书籍。

class-notes

全部算法课讲解知识点提纲、题目汇总、PPT合集、学前必读、学习规划

code_guide_for_programmer_interview

程序员代码面试指南（左程云 著） 的python代码实现版本，原书使用的是java版本

coding-for-great-offer

大厂算法和数据结构刷题班

codinginterviewchinese2

《剑指Offer：名企面试官精讲典型编程面试题》第二版源代码

corl-clean-offline-reinforcement-learning-

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cs231n.github.io

Public facing notes page

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

data-science-notes

数据科学的笔记以及资料搜集

david-silver-reinforcement-learning

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

deep_control

Deep Reinforcement Learning for Continuous Control in PyTorch

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deepreinforcementlearninginaction

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

drl

Deep Reinforcement Learning

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

example-code

Example code for the book Fluent Python, 1st Edition (O'Reilly, 2015)

fast-neural-style

Feedforward style transfer

ganhacks

starter from "How to Train a GAN?" at NIPS2016

glove

GloVe model for distributed word representation

gnnpapers

Must-read papers on graph neural networks (GNN)

gym

A toolkit for developing and comparing reinforcement learning algorithms.