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Original Link Prediction Implementation: https://github.com/MichSchli/RelationPrediction To run the link prediction experiment using the RGCN model using: python experiments/predict_links.py with configs/rgcn/lp-{DATASET}.yaml Make sure to replace {DATASET} with one of the following dataset names:...
This is the original tensorflow implementation of link prediction of RGCN:https://github.com/MichSchli/RelationPrediction Also, most of the functions in utils.py are brought from the following repository:https://github.com/dmlc/dgl/tree/master/examples/pytorch/rgcn, where this repositroy is based...
The code for thelink predictiontask in [1] can be found in the following repository:https://github.com/MichSchli/RelationPrediction Compatible with PyTorch 1.4.0 and Python 3.7.3. Dependencies can be installed usingrequirements.txt. Environment ...
RGCN本身的所谓异构,在原始的paper以及dgl的实现中,github.com/dmlc/dgl/blo 实际上处理的是一类比较简单的异构图问题,即node 同构但是edge 异构,这里的异构体现在edge type上,如果异构体现在多元的edge features上,则R-GCN原始的实现并不是致力于解决这类问题的(当然,对于多元edge features的处理方式有很多,这些方...
Jupyter notebooks for testing ML models. Contribute to giuseppefutia/notebooks development by creating an account on GitHub.
Contribute to temibabs/I-RGCN development by creating an account on GitHub.
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https://docs.dgl.ai/tutorials/hetero/1_basics.html DGL v0.4 更新笔记: https://github.com/dmlc/dgl/releases DGL-KE代码及使用说明: https://github.com/dmlc/dgl/tree/master/apps/kg DGL-Chem 模型库: https://docs.dgl.ai/api/python/model_zoo.html#chemistry...
Kipf(GCN的作者), Peter Bloem, Rianne van den Berg, Ivan Titov, Max Welling 论文链接:arxiv.org/abs/1703.0610 Github链接:github.com/tkipf/relati 期刊: ESWC 2018 引言 这篇论文是比较早的一篇关于GCN的论文,但是目前引用超 400 次,其关键在于他解决了利用GCN来处理图结构中不同边关系对节点的影响,而...