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- **ASUGNN.py**: The pretrained ASUGNN model  
- **HMdataset.db**: A zero-shot test dataset  

You can test your model's zero-shot capability by predicting the formation energy per atom using the HMdataset (1,100 data) and upload your results on Kaggle : https://www.kaggle.com/competitions/asugnn.