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Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

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Hi, Can you please share your code for training and evaluating PPI dataset as well? Thanks

Hi Petar, I have read your idea abot Deep Graph Infomax. While right now something really puzzles me: if I want to add features for my edges and I still...

Hi Petar, Can you provide the time cost on Reddit and PPI datasets? Now I am doing some work to scale up Graph Auto Encoder, and I wonder how efficient...

What is the kind of your dataset(cora). How can i make my graph like this. thank you very much.

Hello, I've read your wonderful paper published on ICLR, and I'd like to consult you some questions. The two summation symbols in the objective function sum the positive and negative...

I saw the DGI implementation which only contains Cora dataset on your github I was wondering whether you could kindly share your DGI implementation which contains Reddit and PPI dataset!...

great paper! I have a question about the objective function, is it same as cross_enpty? looking forward to your reply!

This PR addresses the issue #8 .

Hi, I think there's an error in `AvgReadout` with a mask. The mask summation should be performed along the first dimension only. https://github.com/PetarV-/DGI/blob/0afce4e36b5edbe1e735536d15b748d0381e4083/layers/readout.py#L15 It is `return torch.sum(seq * msk, 1)...