This repository is the official implementation of Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks.
To install requirements, use the provided requirements.txt:
pip install -r requirements.txt
To run our experiments, simply execute all the cells in generate-results.ipynb.
Some utilities code files are adapted from the PyTorch Geometric library; these files contain the appropriate copyright notices. All other code is written by the authors.