Python linear-programming

Open-source Python projects categorized as linear-programming Edit details

Top 4 Python linear-programming Projects

  • python-mip

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

    Project mention: Ask HN: Do you use an optimization solver? Which one? Why? Do you like it? | news.ycombinator.com | 2022-04-20

    I've been using CBC via python-mip (https://github.com/coin-or/python-mip). It's great because it's got a super clean interface (milp variables/expressions/constraints), the code is quite accessible, and it's low overhead which makes it good for solving many very small problems.

    Community sentiment seems to be beginning to shift toward favouring the HiGHS solver (https://github.com/ERGO-Code/HiGHS) over CBC. Something I'm keeping a close eye on.

    nextmv seems to pitch itself as a generic solving ("decision automation") platform or something (unclear). But it seems that the only fleshed out product offering is for vehicle routing, based on the docs. Are there plans to offer, for instance, a solver binary that can be used to solve generic problems?

    Also all the github repos under https://github.com/nextmv-io are private, so links from docs are 404.

  • minizinc-python

    Access to all MiniZinc functionality directly from Python

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • Simplex_Numpy

    Creating a Linear Program Solver by Implementing the Simplex Method in Python with NumPy

  • IRL

    Algorithms for Inverse Reinforcement Learning

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-04-20.

Python linear-programming related posts

Index

What are some of the best open-source linear-programming projects in Python? This list will help you:

Project Stars
1 python-mip 361
2 minizinc-python 83
3 Simplex_Numpy 1
4 IRL 1
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