alibaba / alibaba/euler

在使用graphsage的时候,有一个问题,如果use_id=True,结果就会变得很差,这个是什么原因造成的呢?

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Description

在使用graphsage模型的时候,把use_id改成True,不使用任何特征,发现结果基本上是随机的,并且save_embedding之后,发现embedding矩阵没有进行归一化

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Research direction

Start by reproducing the GraphSAGE configuration with use_id=True and no features, then inspect the embedding produced after save_embedding. Compare its behavior and normalization with the default feature-based configuration; done means the cause of the random results and the normalization behavior are identified and documented.

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Assessment

Domain
machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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