Paper list in traffic prediction field

This is the repository for the collection of Deep Learning for Traffic Prediction Problems.

This is the repository for the collection of Deep Learning for Traffic Prediction Problems.

GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAAI-2020.

Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch

[PAKDD 2021] SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network

open traffic datasets

A PyTorch implementation of T-GCN

Offical implementation of "Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series" (ICLR 2022)

Learning Multiaspect Traffic Couplings by Multirelational Graph Attention Networks for Traffic Prediction

Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).