UniPairs Documentation

Univariate-Guided Interaction Modeling in Python.

API Reference

Full documentation

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Examples

Gaussian, Cox and Binomial examples.

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Citation

If you use uniPairs in your research, please cite the following paper: arXiv:2512.14413.

@article{echarghaoui2025univariate,
  title={Univariate-Guided Interaction Modeling},
  author={Echarghaoui, Aymen and Tibshirani, Robert},
  journal={arXiv preprint arXiv:2512.14413},
  year={2025}
}