Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction

The files in this directory recreate some of the experiments reported in the paper

Junbo Zhang, Yu Zheng, Dekang Qi. Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction. In AAAI 2017.

1. Reproduce TaxiBJ results: ReadMe

2. Reproduce BikeNYC results: ReadMe

Before running the code, Please read Keras Configuration for the configuration setting.

If you use the code or data provided, please cite our paper:

@inproceedings{zhang2017deep,
  title={Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction},
  author={Zhang, Junbo and Zheng, Yu and Qi, Dekang},
  booktitle={Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17)},
  pages={1655--1661},
  year={2017}
}