Chris Hoyean Song's repositories
atari-docker
Dockerize Atari RL env
SC2_HarvesterAgent
A StarCraft 2 agent for harvesting resources
cs231n.github.io
Public facing notes page
deap
Distributed Evolutionary Algorithms in Python
ENAS-pytorch
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing" (in progress)
gym
A toolkit for developing and comparing reinforcement learning algorithms.
lab
A customisable 3D platform for agent-based AI research
machine-learning
Content for Udacity's Machine Learning curriculum
pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)
reinforcement-learning-an-introduction
Python implementation of Reinforcement Learning: An Introduction
retro
Retro Games in Gym
retro-docker
Dockerize retro RL env
scalable_agent
A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.
SPIRAL-docker
Dockerize Deepmind SPIRAL env
SPIRAL-tensorflow
in progress (I'll revisit this after NIPS deadline)
StarGAN
PyTorch Implemenation of "StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation"
tensorboard
TensorFlow's Visualization Toolkit
tensorflow
Computation using data flow graphs for scalable machine learning
universe-starter-agent
A starter agent that can solve a number of universe environments.
vision
Datasets, Transforms and Models specific to Computer Vision