guyuisland ac0af5d789 | 2 years ago | |
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README.md | 2 years ago |
Clone the Openhgnn-DGL
python main.py -m KGCN -d LastFM4KGCN -t recommendation -g 0 --use_best_config
If you do not have gpu, set -gpu -1.
the dataset Last.FM is supported.
Recommendation | AUC | F1 |
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KGCN-sum | paper: 79.4% OpenHGNN: 79.6% | paper: 71.9% OpenHGNN: 71.8% |
KGCN-concat | paper: 79.6% OpenHGNN: 78.9% | paper: 72.1% OpenHGNN: 71.4% |
KGCN-neighbor | paper: 78.1% OpenHGNN: 78.6% | paper: 69.9% OpenHGNN: 71.0% |
Last.FM | |
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User | 1872 |
item | 3846 |
interactions | 42346 |
entities | 9366 |
relations | 60 |
KG triples | 15518 |
Yanhu Mo[GAMMA LAB]
Submit an issue or email to myth@bupt.edu.cn.
OpenHGNN是由北邮GAMMA Lab开发的基于PyTorch和DGL的开源异质图神经网络工具包。
Python Markdown Shell
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