https://github.com/Essaim/CGCDemandPrediction

https://github.com/Essaim/CGCDemandPrediction

Last synced: about 1 month ago
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• Host: GitHub
• URL: https://github.com/Essaim/CGCDemandPrediction
• Owner: Essaim
• Created: 2020-12-14T13:12:32.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2022-05-17T05:56:40.000Z (almost 3 years ago)
• Last Synced: 2024-11-02T11:32:19.568Z (6 months ago)
• Language: Python
• Size: 409 KB
• Stars: 48
• Watchers: 2
• Forks: 12
• Open Issues: 8
• Metadata Files:
  • Readme: README.md

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• awesome-time-series - Code

README

        
# Coupled layer-wise convolutional network for transportation demand prediction

Thanks for your interests! The data is available in: https://pan.baidu.com/s/1usoSQtzUk8JDh-v0B7f52g  with the password kyt9. Put the taxi_data.h5 and bike_data.h5 in data/nogrid.

Although the adjacency matrix generated by distance is not used in our method, we put it in the data/adj_data.zip.

# Citation

If you find this repository, e.g., the code and the datasets, useful in your research, please cite the following paper:

@inproceedings{ye2021coupled,  

      title={Coupled Layer-wise Graph Convolution for Transportation Demand Prediction},  

      author={Ye, Junchen and Sun, Leilei and Du, Bowen and Fu, Yanjie and Xiong, Hui},  

      booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},  

      volume={35},  

      number={5},  

      pages={4617--4625},  

      year={2021}  

}