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README.md

MrAP

This folder contains the implementation of the multi-relational attribute propagation algorithm.

It requires the package pytorch-scatter.

Please check out the notebooks for the usage. The experiments are executed on version 1.6.0+cu101 of PyTorch and version 2.0.4 of PyTorch-scatter.

Data

You can download the Knowledge Base data enriched with numerical node attributes ( FB15K-237, YAGO15K) from https://github.com/nle-ml/mmkb.

License

MIT

Please cite our paper if you use the code:

@article{bayram2020nodeattributecompletion,
    title={Node Attribute Completion in Knowledge Graphs with Multi-Relational Propagation},
    author={Eda Bayram and Alberto Garcia-Duran and Robert West},
    journal={arXiv preprint arXiv:2011.05301},
    year={2020}
}

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NODE ATTRIBUTE COMPLETION IN KNOWLEDGE GRAPHS WITH MULTI-RELATIONAL PROPAGATION

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