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Name: yuliu

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yuliu's Projects

60_days_rl_challenge

Learn Deep Reinforcement Learning in Depth in 60 days

awesome-deep-rl

This project is for learning and researching on Deep RL. Maintained by University AI researchers.

awesome-rl

Reinforcement learning resources curated

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

convnets-tensorflow2

⛵️ Implementation a variety of popular Image Classification Models using TensorFlow2. [ResNet, GoogLeNet, VGG, Inception-v3, Inception-v4, MobileNet, MobileNet-v2, ShuffleNet, ShuffleNet-v2, etc...]

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

deep-reinforcement-learning-papers

A list of papers and resources dedicated to deep reinforcement learning

deep-reinforcement-learning-papers-1

A list of recent papers regarding deep reinforcement learning

deep-reinforcement-learning-survey

My Exploration on Deep Reinforcement Learning Survey

drl-tensorflow

My DRL library with tensorflow1.14 based on openai spinning-up

feeluown

trying to be a user-friendly and hackable music player

gym

A toolkit for developing and comparing reinforcement learning algorithms.

imagenet_resnet_tensorflow2.0

Train ResNet on ImageNet in Tensorflow 2.0; ResNet 在ImageNet上完整训练代码

musicbox

:blush: :musical_note: MusicPlayer 一站式收听多平台音乐(网易云, 虾米, QQ)的跨平台音乐播放器，尽情享受吧~:sparkles:

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

reinforce

reinforcement learning

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

robomaster_env

a gym environment for Robomaster AI Challenge

spinningup

An educational resource to help anyone learn deep reinforcement learning.

spriteworld

Spriteworld: a flexible, configurable python-based reinforcement learning environment

tdm1001upmachine

TDM1001UpMachine

tensorflow-resnet-image-classification

这是之前我和我的组员参与Tiny-mind 手写汉字识别大赛的一个项目，主要实现了用Resnet或VGG16作为Backbone来训练一个分类任务以及基于opencv的一些图片数据集增强，最终我们组的成绩为TOP-5准确率99.19，排名5/700。这个项目也可以用于其他的图片分类任务，整个网络框架是基于Tensorflow实现的

tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists

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