PySCIPOpt-ML

PySCIPOpt-ML is a python interface to automatically formulate Machine Learning (ML) models into Mixed-Integer Programs (MIPs). PySCIPOPT-ML allows users to easily optimise MIPs with embedded ML constraints.

Installation

pyscipopt-ml can be installed from PyPI using pip. Python 3.8 or higher is required.

pip install pyscipopt-ml

Helpful Information

• Looking what ML models are supported? Try Supported

• Looking for the MIP formulations of each model? Try Mixed Integer Formulations

• Interested in installation options? Try the README at the GitHub Repo

• Having trouble or a feature is missing? Raise an issue at GitHub

• Want to see the API? Try API Reference Manual