Multimodal explainability tool for NLP based on Shapley value.
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📦 nlp-shap
Multimodal explainability for NLP and multimodal models based on Shapley-style cooperative game theory.
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.
Documentation
Full documentation: pawlo77.github.io/nlp-shap
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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