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GECo method to explain GNNs.

Project description

GECo Explainer

A community-based explainer for Graph Neural Networks.


📦 PyPI Status

PyPI version Downloads License


📥 Installation

Install GECo Explainer from PyPI:

pip install geco-explainer

🐍 Conda Status

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🐍 Conda Installation

Install via conda:

conda install salvatorecalderaro::geco-explainer

🐍 Conda (via environment)

You can also set up a Conda environment and install via pip:

conda create -n geco python=3.10
conda activate geco
pip install geco-explainer

Citation

If you use GECo in your research, please cite the following paper:

@article{amato2026geco,
  title={GECo: a community-based graph neural network explainer},
  author={Amato, Domenico and Calderaro, Salvatore and Lo Bosco, Giosu{\`e} and Rizzo, Riccardo and Vella, Filippo},
  journal={Computing},
  volume={108},
  number={4},
  pages={55},
  year={2026},
  publisher={Springer}
}

DOI link


Contact

For questions or collaborations, contact: salvatore.calderaro01@unipa.it

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