tijsmaas / GMAN

GMAN

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GMAN: A Graph Multi-Attention Network for Traffic Prediction

This is the implementation of Graph Multi-Attention Network in the following paper:
Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, and Jianzhong Qi. "GMAN: A Graph Multi-Attention Network for Traffic Prediction", AAAI2020 (https://arxiv.org/abs/1911.08415)

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Data

The PeMS data could be downloaded from Google Drive or Baidu Yun, provided by DCRNN.

Citation

If you find this repository useful in your research, please cite the following paper:

@inproceedings{ GMAN-AAAI2020,
  author = "Chuanpan Zheng and Xiaoliang Fan and Cheng Wang and Jianzhong Qi"
  title = "GMAN: A Graph Multi-Attention Network for Traffic Prediction",
  booktitle = "AAAI",
  year = "2020"
}

About

GMAN

License:Apache License 2.0


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Language:Python 100.0%