Modeling Language Python Packages

cvxpy

A Python-embedded modeling language for convex optimization problems.

pyomo

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

cvxpy-base

A Python-embedded modeling language for convex optimization problems.

amplpy

Python API for AMPL

swiglpk

Simple swig bindings for the GNU Linear Programming Kit

ampltools

Python API for AMPL

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

nestml

NESTML is a domain specific language that supports the specification of neuron models in a precise and concise syntax, based on the syntax of Python. Model equations can either be given as a simple string of mathematical notation or as an algorithm written in the built-in procedural language. The equations are analyzed by NESTML to compute an exact solution if possible or use an appropriate numeric solver otherwise.

pycsp3

Modeling Constrained Combinatorial Problems in Python

pympl

Mathematical Programming Toolbox for AMPL/GMPL

tyba-cvxpy

A domain-specific language for modeling convex optimization problems in Python.

amplpyfinance

Python API for AMPL

jarvis4se

JARVIS for Systems Engineers

dsp-cvxpy

Disciplined Saddle Programming

amplremote

Python API for AMPL