PySCIPOpt VS pyomo

Compare PySCIPOpt vs pyomo and see what are their differences.

pyomo

An object-oriented algebraic modeling language in Python for structured optimization problems. (by Pyomo)
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PySCIPOpt pyomo
5 14
735 1,817
2.4% 3.1%
9.5 10.0
5 days ago 5 days ago
JetBrains MPS Python
MIT License GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

PySCIPOpt

Posts with mentions or reviews of PySCIPOpt. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-02-09.
  • Rust or C/C++ to learn as a secondary language?
    6 projects | /r/Python | 9 Feb 2022
    It’s impossible to recommend the right tool for the job, and honestly, depending on how much maths you know it might be hard to make progress, but I’d put money on a constraint solver reducing the time from hours to seconds. Can recommend this one https://github.com/scipopt/PySCIPOpt
  • Python open-source solvers
    4 projects | /r/OperationsResearch | 3 Jun 2021
    I guess that pySCIP might be what you are looking for. Note that SCIP only supports linear objectives. However, since quadratic constraints are supported, you can easily use an auxiliary constraint to present the objective, e.g. min z s.t. z <= x*x.

pyomo

Posts with mentions or reviews of pyomo. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-04.

What are some alternatives?

When comparing PySCIPOpt and pyomo you can also consider the following projects:

pulp - A python Linear Programming API

or-tools - Google's Operations Research tools:

Bonmin - Basic Open-source Nonlinear Mixed INteger programming

do-mpc - Model predictive control python toolbox

rust-ndarray - ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations

acados - Fast and embedded solvers for nonlinear optimal control

Ray - Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

gopy - gopy generates a CPython extension module from a go package.

topy - Topology Optimization using Python

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