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Multimodal explainability tool for NLP based on Shapley value.

Project description

📦 nlp-shap

Multimodal explainability tool for NLP models based on Shapley value.

PyPI Python License

Installation

pip install nlp-shap

From source:

git clone https://github.com/Pawlo77/nlp-shap
cd nlp-shap
make install

Requires Python 3.12 and uv.

Development

make install
make check

Run make help for other targets.

Examples

End-to-end Jupyter notebooks are in examples/. See examples/README.md for setup and the notebook catalog.

License

Apache License 2.0. See LICENSE.

Copyright 2026 Paweł Pozorski.

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