pygcn
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tkipf
Graph Convolutional Networks in PyTorch
Thanks for your excellent work. I wonder why you do not use pandas in the data preprocessing, it seems more simple, though the code here is really superior and smart...
What is difference between tensorflow version and pytorch version? and why did you change? (split of training dataset and add dropout layer)
I want to know how I can get the feature matrix of nodes with my own training data, suppose that the number of nodes is N and the dim of...
Hello, thank you for you amazing work! I am a starter in this field, and I'm confused about the result. I ran the code in PyCharm, I was wondering why...
Hi guys! I hope any of you happen to know why in line 88 of train.py, while it tries to specifies test mode, we see these line: def test(): model.eval()...
Dear Kipf, Congrats for your wonderful work and well-written code. It is a couple of weeks I have started analying your code and found it a perfect reference for my...
In the module named "MODELS" : class GCN(nn.Module): def __init__(self, nfeat, nhid, nclass, dropout): but the values of these paramters are not specified in the code. I am confused how...
Hello, thanks for the amazing work. In your implementation, you use D^-1*A, but I noticed that some other work use D^-1/2*A*D^-1/2, I suppose these two calculation won't get the same...
Hi, I have a multi-label classification problem, where one node can have multi labels, DO I need change the code for multi-class classification? thanks.
Hi Thank you for sharing your implementation in Pytorch. I am using a similar GCN structure for regression analysis. Therefor the last layer would be the same as others. My...
