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Bigscity Libcity ⭐ 721

LibCity: An Open Library for Urban Spatial-temporal Data Mining

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

Baidutraffic ⭐ 125

This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).

Pdformer ⭐ 98

[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.

Bigscity Libcity Datasets ⭐ 78

Traffic data processing tools in LibCity

Traffic Prediction ⭐ 42

Predict traffic flow with LSTM. For experimental purposes only, unsupported!

Stexplainer ⭐ 15

"STExplainer: Explainable Spatio-Temporal Graph Neural Networks"

"CL4ST: Spatio-Temporal Meta Contrastive Learning"

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

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