alibaba / alibaba/euler

gcn_supervised transductive semi-supervised

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Dominant language
C++
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Description

"SEMI-SUPERVISED CLASSIFICATION WITH GRAPH CONVOLUTIONAL NETWORKS" 这偏论文是半监督的,直推式的。(1)euler 平台中 gcn_supervised 的实现是按有监督方法处理的吗?可以预测未知节点吗?(2)跟graphsage的区别只体现在邻接矩阵和聚合函数吗?(3)transductive在公式上是如何体现的? 劳烦解答,谢谢~

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Research direction

Start with the gcn_supervised implementation and compare its behavior with the GraphSAGE implementation. Determine whether unknown-node prediction, the adjacency and aggregation differences, and the transductive formulation are documented or represented in the implementation; done means providing clear answers to all three questions.

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Assessment

Tech stack
cpp
Domain
machine-learning
Issue type
Documentation
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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