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gpr-gnn-reproduction's Introduction

GPR-GNN-Reproduction

This is a reproduction of the paper Adaptive Universal Generalized PageRank Graph Neural Network.

Installation

Our environment can be installed easily with conda. Just call the following command in the working directory:

conda env create -f environment.yml

Reproduction

To reproduce our results you can run the provided bash files in the src directory:

./create_all_csbm_datasets.sh
./reproduce_no_grid_100_exp.sh
./reproduce_fig2.sh

Paper

Details about our approach for reproducing the original paper results can be found in our own paper.

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