yuchencena's repositories
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-100-Days
Python - 100天从新手到大师
500lines
500 Lines or Less
algorithms
An educational library of algorithms in Python
Arcade-Learning-Environment
The Arcade Learning Environment (ALE) -- a platform for AI research.
awesome
:sunglasses: Curated list of awesome lists
awesome-deep-rl
For deep RL and the future of AI.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-rl
Reinforcement learning resources curated
CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
CS294-DeepRL-homework
Assignments for CS294-112.
Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow
DQN-tensorflow
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
fachoda-complex
code archaeology - restoring a 12 years old air combat simulator/arcade game
gym
A toolkit for developing and comparing reinforcement learning algorithms.
gym-gazebo2
gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo
ideabook
一个全栈增长工程师的练手项目集. A Growth Engineering Idea in Action.
keras-rl
Deep Reinforcement Learning for Keras.
Machine-Learning-CPP
Code from Michael Nielsen book Neural Networks and Deep Learning ported to C++.
MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
scikit-learn
scikit-learn: machine learning in Python
tensorflow-in-practice-code
源码实现：《TensorFlow实战》黄文坚，唐源 著
tensorflow2_tutorials_chinese
tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials
TorchCraftAI
A platform that lets you build agents to learn to play StarCraft: Brood War.
trfl
TensorFlow Reinforcement Learning
Urho3D-Demo-AirFighter
This is a simple multiplayer(LAN) 2d shooting game demo which built based on the open source cross-platform game engine Urho3D and coded in c++. There are still a lot of bugs in our project yet we are still updating it aperiodically. If you are interested in games and game engines, welcome to join us!
ViZDoom
Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information. :godmode: