Closed zfnWong closed 4 years ago
@wangzefan666 hi Thank you for pointing this out.
Looks like this is a bug. I will look into how it affects the accuracy of SGC today.
hi @wangzefan666
sorry for a late reply, finally got a chance to look at this.
Yeah, I think you are right. After I fix this bug, SGC performance goes from 94.9 to 95.0. So I guess it's all good. I am pushing the fix commit now.
It is my pleasure to receive response from you. I'm so glad that my advice is helpful.
adj = adj + adj.T + sp.eye(adj.shape[0])
adj = adj + sp.eye(adj.shape[0])
In load_reddit_data() from utils.py, after calling adj_normalizer(), eye of adj is added to adj twice.