yao8839836 / text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019
1.36k stars 434 forks source link

使GNN从Transductive到Inductive的最大改动是? 或者说GNN里Inductive和Transductive的最大区别是? #92

Closed guotong1988 closed 4 years ago

guotong1988 commented 4 years ago

感觉都是输入全图然后mask测试集的label, 就是sample上的区别? @yao8839836 谢谢!

yao8839836 commented 4 years ago

@guotong1988

最大的区别:测试集是否加入了训练过程,inductive时,训练feed_dict只输入了训练子图,而不包含测试节点。是否采样不影响inductive和Transductive。

guotong1988 commented 4 years ago

跪谢跪谢