SurrogateLIB: An extendable library of mixed-integer programs with embedded machine learning predictors

<p>We constructed a set of Mixed-Integer Programming (MIP) instances with embedded Machine Learning (ML) predictors. The generators for these instances are available at: <a href="https://github.com/Opt-Mucca/PySCIPOpt-ML">https://github.com/Opt-Mucca/PySCIPOpt-ML</a>. The full paper which introduces SurrogateLIB and the larger Python framework PySCIPOpt-ML is available at: <a href="https://arxiv.org/abs/2312.08074">https://arxiv.org/abs/2312.08074</a></p>