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

cvxpy-gurobi

Translate CVXPY problems into Gurobi or SCIP models

omlt

Represent trained machine learning models as Pyomo optimization formulations

pyoptinterface

Efficient modeling interface for mathematical optimization in Python

gamspy

Python-based algebraic modeling interface to GAMS

ommx-pyscipopt-adapter

Open standard for mathematical programming interoperability

galahad-optrove

A library of modern Fortran modules for nonlinear optimization

ommx-openjij-adapter

Open standard for mathematical programming interoperability

ommx-python-mip-adapter

Open standard for mathematical programming interoperability

ommx-highs-adapter

Open standard for mathematical programming interoperability

desdeo

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

cog-suspect

Special Structure Detection for Pyomo

ficomo

ficomo: a pyomo-like framework for the FICO xpress solver

pyscipopt-ml

automatically formulate and embed ML models into MIPs with SCIP

geco

Generators for Combinatorial Optimization

cvxpy-translation

Translate CVXPY problems into solvers' native models

custom-numbers

Swiss-army knife for numbers of custom numeral systems.

md2mip

Compile Markdown/LaTeX MIP models into standalone Python solver scripts

dconvexhull

A convex hull operations package with visualization

cmditch-pyscip-test

Test package

oplra-reg

Mixed Integer Piecewise Regression Algorithm with Regularisation