Home

Awesome

STGCN-PyTorch

Paper & Official Implementation

Yu, B., Yin, H., & Zhu, Z. (2017). Spatio-temporal graph convolutional networks: A deep learning framework for traffic forecasting. arXiv preprint arXiv:1709.04875.

TF1 by VeritasYin

Alternative Implementations

MXNet by Davidham3

PyTorch by FelixOpolka

Results

ModelPeMSD7(M) 15min
MAEMAPE(%)RMSE
STGCN(Cheb)2.2125.1843.971