8000 GitHub - jiangqn/GCN-GAN-pytorch: A pytorch implemention of GCN-GAN for temporal link prediction.
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GCN-GAN

This repository provide a pytorch implemention for the GCN-GAN model proposed in "A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks" INFOCOM 2019, [pdf].

Quick Start

Modify hyper-parameters in file config.yml.

Preprocess data

python preprocess.py

Train

python train.py

Test

python test.py

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A pytorch implemention of GCN-GAN for temporal link prediction.

Topics

generative-adversarial-network link-prediction dynamic-networks graph-neural-network

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MIT license
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