GraphIsomorphismNetwork

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Install / Use

/learn @yukiTakezawa/GraphIsomorphismNetwork

About this skill

Quality Score

0/100

README

Graph Isomorphism Network

This program is neural network for graph classification using Graph Isomorphism Network (GIN). GIN was proposed in "Keyulu Xu*, Weihua Hu*, Jure Leskovec, Stefanie Jegelka. How Powerful are Graph Neural Networks? ICLR 2019". Dataset is PROTEINS in Benchmark Data Sets for Graph Kernels .

And accuracy is about 0.74.

Requirement

python 3.6
pytorch

And GPU is necessary.

Usage

cd ./src
python3 main.py

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