Linear Programming Python Packages

ortools

Google's Operations Research tools:

clarabel

Clarabel.rs: Interior-point solver for convex conic optimisation problems in Rust.

pyomo

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

mip

Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs

amplpy

Python API for AMPL

proxsuite

The Advanced Proximal Optimization Toolbox

minizinc

Access to all MiniZinc functionality directly from Python

qoco

Quadratic Objective Conic Optimizer

ampltools

Python API for AMPL

amply

A Python package for AMPL/GMPL datafile parsing

pyoptinterface

Efficient modeling interface for mathematical optimization in Python

solvor

Optimization solvers in pure Python: LP, MILP, SAT, constraint programming, graph and metaheuristics. No dependencies. Solvor all your optimization needs.

gamspy

Python-based algebraic modeling interface to GAMS

emhass

emhass: Energy Management for Home Assistant, is a Python module designed to optimize your home energy interfacing with Home Assistant.

qoco-cuda

Quadratic Objective Conic Optimizer

opvious

Python optimization SDK

owlplanner

Owl - Optimal Wealth Lab: Retirement planner with great wisdom

cuopt-mps-parser

GPU accelerated decision optimization

flixopt

Progressive flow system optimization in Python - start simple, scale to complex.

ruleopt

Optimization-Based Rule Learning for Classification

cuopt-sh-client

GPU accelerated decision optimization

slambuc

Serverless Layout Adaptation with Memory-Bounds and User Constraints

cuopt-cu12

GPU accelerated decision optimization

superadmm

superADMM: Quadratic Program Solver with dynamic weighting ADMM