Mathematical Programming Python Packages

pyomo

An object-oriented algebraic modeling language in Python for structured optimization problems.

pyscipopt

Python interface for the SCIP Optimization Suite

ommx

Open standard for mathematical programming interoperability

unopy

With Uno, finally take full control of your SQP/barrier solver for nonlinearly constrained optimization

omlt

Represent trained machine learning models as Pyomo optimization formulations

pyoptinterface

Efficient modeling interface for mathematical optimization in Python

cvxpy-gurobi

Translate CVXPY problems into Gurobi or SCIP models

gamspy

Python-based algebraic modeling interface to GAMS

galahad-optrove

A library of modern Fortran modules for nonlinear optimization

ommx-pyscipopt-adapter

Open standard for mathematical programming interoperability

ommx-openjij-adapter

Open standard for mathematical programming interoperability

benderslib

A Benders Decomposition Library in Python

ommx-python-mip-adapter

An adapter for the Python-MIP from/to OMMX.

pyscipopt-ml

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

ommx-highs-adapter

An adapter between OMMX and HiGHS

desdeo

An open source fullstack framework for interactive multiobjective optimization and decision-support..

geco

Generators for Combinatorial Optimization

cog-suspect

Special Structure Detection for Pyomo

cvxpy-translation

Translate CVXPY problems into solvers' native models

custom-numbers

A Swiss-army knife for numbers of custom numeral systems.

md2mip

Compile Markdown/LaTeX MIP models into standalone Python solver scripts

cmditch-pyscip-test

Python interface for the SCIP Optimization Suite

dconvexhull

Educational Python API wrapping a C++ convex hull module (2D only, outputs PDF visualization)

oplra-reg

Mixed Integer Piecewise Linear Regression with Regularisation