PGCFC-Net: Periodic Dynamic Graph Meets Closed-Form Continuous-Time Learning for Traffic Flow Forecasting

Data Preparation

For convenience, we package these datasets used in our model in Google Drive.

Unzip the downloaded dataset files to the main file directory, the same directory as run.py.

Python 3.6.5, Pytorch 2.10.0, Numpy 1.16.3, argparse and configparser

python run.py --dataset {DATASET_NAME}

Replace {DATASET_NAME} with one of PEMSD3, PEMSD4, PEMSD7, PEMSD8

such as python run.py --dataset PEMSD4