geco-explainer 0.2.2

GECo method to explain GNNs.

GECo Explainer

A community-based explainer for Graph Neural Networks.

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📦 PyPI Status

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📥 Installation

Install GECo Explainer from PyPI:

pip install geco-explainer

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🐍 Conda Status

🐍 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

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📘 Example Usage (Jupyter Notebook)

You can try out GECo Explainer using our interactive Jupyter example:

👉 View GECo_example.ipynb

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Citation

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

@article{calderaro2024geco,
  title={The GECo algorithm for Graph Neural Networks Explanation},
  author={Calderaro, Salvatore and Amato, Domenico and Lo Bosco, Giosu{\`e} and Rizzo, Riccardo and Vella, Filippo},
  journal={arXiv preprint arXiv:2411.11391},
  year={2024}
}

DOI link

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Contact

For questions or collaborations, contact: [e-mail]