SurrogateLIB: An extendable library of mixed-integer programs with embedded machine learning predictors (Q6700422)
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Dataset published at Zenodo repository.
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | SurrogateLIB: An extendable library of mixed-integer programs with embedded machine learning predictors |
Dataset published at Zenodo repository. |
Statements
We constructed a set of Mixed-Integer Programming (MIP) instances with embedded Machine Learning (ML) predictors. The generators for these instances are available at: https://github.com/Opt-Mucca/PySCIPOpt-ML. The full paper which introduces SurrogateLIB and the larger Python framework PySCIPOpt-ML is available at: https://arxiv.org/abs/2312.08074
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21 May 2024
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