Stars
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction
Must-read papers on graph neural networks (GNN)
Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone
links to conference publications in graph-based deep learning
Collection of reinforcement learning algorithms
Paper Collection for Imitation Learning in RL.
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Repo for the Deep Reinforcement Learning Nanodegree program
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
PyTorch implementation of Diffusion Convolutional Recurrent Neural Network
Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow
Paper Collection of Reinforcement Learning Exploration covers Exploration of Muti-Arm-Bandit, Reinforcement Learning and Multi-agent Reinforcement Learning.
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
🚗 Implementation of spatio-temporal graph convolutional network with PyTorch
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Graph Neural Network Library for PyTorch
wanhuaiyu / ASTGCN
Forked from Davidham3/ASTGCN-2019-mxnetAttention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Some notes and experience about David Silver's Reinforcement Learning Course
A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.