traffic-prediction topic

HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival

didi

Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.

Coolgiserz

A collection of research on spatio-temporal data mining

xiepeng21

Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data

aptx1231

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

JonnoFTW

Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities"

YihongT

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

BUAABIGSCity

[CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"

HKUDS

Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.

NickHan-cs

[Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting

wengwenchao123