UniPairs Documentation
======================

Univariate-Guided Interaction Modeling in Python.

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       <h3>API Reference</h3>
       <p>Full documentation</p>
       <p><a href="estimator_api.html">Go to API Reference →</a></p>
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       <h3>Examples</h3>
       <p>Gaussian, Cox and Binomial examples.</p>
       <p><a href="examples/examples.html">Go to Examples →</a></p>
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.. toctree::
   :hidden:

   estimator_api
   estimator_advanced
   algorithms
   examples/examples


Citation
--------

If you use **uniPairs** in your research, please cite the following paper:
`arXiv:2512.14413 <https://arxiv.org/abs/2512.14413>`_.

.. code-block:: bibtex

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