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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.
This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.
Python Markdown Shell other
Dear OpenI User
Thank you for your continuous support to the Openl Qizhi Community AI Collaboration Platform. In order to protect your usage rights and ensure network security, we updated the Openl Qizhi Community AI Collaboration Platform Usage Agreement in January 2024. The updated agreement specifies that users are prohibited from using intranet penetration tools. After you click "Agree and continue", you can continue to use our services. Thank you for your cooperation and understanding.
For more agreement content, please refer to the《Openl Qizhi Community AI Collaboration Platform Usage Agreement》