Mixed Integer Programming Python Packages

highspy

Linear optimization software

2.3M 2K 306

amplpy

Python API for AMPL

96K 84 20

ampltools

Python API for AMPL

30K 84 20

omlt

Represent trained machine learning models as Pyomo optimization formulations

20K 343 72

pyoptinterface

Efficient modeling interface for mathematical optimization in Python

19K 311 27

opvious

Python optimization SDK

9K 8 0

benderslib

A Benders Decomposition Library in Python

3K 22 5

entmoot

Multiobjective black-box optimization using gradient-boosted trees

2K 63 12

pyscipopt-ml

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

2K 42 3

m4opt

Multi-Mission Multi-Messenger Observation Planning Toolkit

880 23 13

cutgeneratingfunctionology

Python code for computation and experimentation with cut-generating functions, in particular the Gomory-Johnson infinite group problem. By M. Köppe, Y. Zhou, C.Y. Hong, J. Wang with contributions by undergrad programmers

724 12 11

opti-extensions

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

703 0 0

minimod-opt

A mixed-integer solver that solves optimal intervention allocation across time and space (Port from GAMS)

621 0 0

amplpyfinance

Financial portfolio optimization with amplpy

570 84 20

pyrddlgym-gurobi

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

554 2 1

localmip

A standalone local search solver for general mixed integer programming

504 46 7

flowty

Network optimisation solver

434 2 0

optiframe

A modular framework for mixed integer programming.

405 3 0

opticlient

Official Python SDK for optimization API

235 0 0

md2mip

Compile Markdown/LaTeX MIP models into standalone Python solver scripts

167 0 1

polyhedron-opt

Optimization modeling framework with domain-driven modeling and solver intelligence

164 3 0

cloud-resource-matcher

An optimization framework to find a cost-optimal configuration of cloud services for your cloud infrastructure.

123 0 0

docplex-extensions

A collection of custom data structures and user-friendly functions for mathematical optimization modeling with DOcplex — IBM® Decision Optimization CPLEX® Modeling for Python.

64 0 0

tsp-solutions

The travelling salesman problem is a np-hard problem with application in supply chain and computer science

63 1 0