Mixed Integer Programming Python Packages

highspy

Linear optimization software

amplpy

Python API for AMPL

ampltools

Python API for AMPL

omlt

Represent trained machine learning models as Pyomo optimization formulations

pyoptinterface

Efficient modeling interface for mathematical optimization in Python

opvious

Python optimization SDK

entmoot

Multiobjective black-box optimization using gradient-boosted trees

pyscipopt-ml

Python interface to automatically formulate Machine Learning models into Mixed-Integer Programs

benderslib

A Benders Decomposition Library in Python

m4opt

Multi-Mission Multi-Messenger Observation Planning Toolkit

cutgeneratingfunctionology

Python code for computation and experimentation with cut-generating functions

amplpyfinance

Python API for AMPL

polyhedron-opt

Polyhedron is a domain-driven Python optimization modeling framework that turns business entities into transparent MILP/MIQP models, with built-in diagnostics, scenario analysis, and robust solver interoperability.

localmip

A standalone local search solver for general mixed integer programming

minimod-opt

A mixed-integer program optimization solver for finding optimal nutritional interventions across space and time.

opti-extensions

A collection of custom data structures and user-friendly functions for mathematical optimization modeling with DOcplex, gurobipy, Xpress, and highspy.

pyrddlgym-gurobi

Gurobi compilation of RDDL description files to mixed-integer programs, and optimization tools.

optiframe

A modular framework for mixed integer programming.

flowty

Network optimisation solver

cloud-resource-matcher

A framework to optimize costs of cloud computing deployments.

opticlient

Python client for SaaS optimization API

md2mip

Compile Markdown/LaTeX MIP models into standalone Python solver scripts

amplremote

Python API for AMPL

ecyglpki

Cython GLPK interface