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Update README.rst
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ThebTron authored Feb 8, 2022
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Expand Up @@ -18,17 +18,19 @@ OMLT: Optimization and Machine Learning Toolkit

OMLT is a Python package for representing machine learning models (neural networks and gradient-boosted trees) within the Pyomo optimization environment. The package provides various optimization formulations for machine learning models (such as full-space, reduced-space, and MILP) as well as an interface to import sequential Keras and general ONNX models.

Please reference this software package as:
```
@misc{ceccon2022omlt,
title={OMLT: Optimization & Machine Learning Toolkit},
author={Francesco Ceccon and Jordan Jalving and Joshua Haddad and Alexander Thebelt and Calvin Tsay and Carl D. Laird and Ruth Misener},
year={2022},
eprint={2202.02414},
archivePrefix={arXiv},
primaryClass={stat.ML}
}
```
Please reference the `preprint <https://arxiv.org/abs/2202.02414>`_ of this software package as:

::

@misc{ceccon2022omlt,
title={OMLT: Optimization & Machine Learning Toolkit},
author={Ceccon, F. and Jalving, J. and Haddad, J. and Thebelt, A. and Tsay, C. and Laird, C. D. and Misener, R.},
year={2022},
eprint={2202.02414},
archivePrefix={arXiv},
primaryClass={stat.ML}
}


Examples
========
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