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awesome-deep-learning-papers

The most cited deep learning papers

coder2gwy

互联网首份程序员考公指南，由3位已经进入体制内的前大厂程序员联合献上。

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

drl4rec-thesis

Implementation of Model-Free Deep Reinforcement Learning methods for the recommender domain.

generative-adversarial-user-model-for-reinforcement-learning-based-recommendation-system-pytorch

generativeadversarialusermodel

Tensorflow implementation for "Generative Adversarial User Model forReinforcement Learning Based Recommendation System"

gym-minigrid

Minimalistic gridworld environment for OpenAI Gym

introrl

Intro to Reinforcement Learning (强化学习纲要）

leetcode-master

LeetCode 刷题攻略：配思维导图，100+经典算法题目刷题顺序、经典算法模板、共40w字的详细图解，以及难点视频题解。按照刷题攻略上的顺序来刷题，让你在算法学习上不再迷茫！🔥🔥给个star支持一下吧！🚀

machine_learning_beginner

机器学习初学者公众号作品

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

mathmodel

研究生数学建模，本科生数学建模、数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT

muzero-general

MuZero

parl

PARL A high-performance distributed training framework for Reinforcement Learning

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

python-

pytorch-deep-learning

Deep Learning (with PyTorch)

redesigned-couscous

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

rl-code

Reinforcement Learning Code Snippet

rls

Reinforcement Learning Algorithms：SAC, TD3, TAC

solution

team-learning-program

主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。

team-learning-rs

主要存储Datawhale组队学习中“推荐系统”方向的资料。

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等