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ComS2T

This is the original PyTorch implementation of ComS2T: A Complementary Spatiotemporal Learning System for Data-Adaptive Model Evolution.

Requirements

• Python 3
• Please install dependencies listed in requirements.txt

Datasets

The following datasets are used in this project:

• KnowAir (PM2.5 and Temperature): Available at PM2.5GNN

  • Direct download link for the dataset: BaiduYun

• METR-LA: Available from the DCRNN GitHub repository

  • Direct download link: https://github.com/liyaguang/DCRNN/tree/master/data

Training

To train the model on the PM2.5 dataset:

sh ./run_pm2_5.sh

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