The code contains two parts: QuoGNN and STDAM_generation. Please check the README files in the directories. They will help you to run the model on PEMS08 dataset. The public link of PEMS* dataset is: https://github.com/guoshnBJTU/ASTGNN/tree/main/data The public link of TaxiBJ dataset is: https://github.com/TolicWang/DeepST/tree/master/data/TaxiBJ