Python integer-programming

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

Top 3 Python integer-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.

  • csips

    A pure-python integer programming solver

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

    I actually just finished implementing an extremely simple Integer Linear Program solver in Python as an educational exercise, wrapping scipy's linprog function to solve the linear relaxation. It has an expression syntax so you don't have to specify the matrix and vectors for the standard form, and it does branch-and-cut on the linear relaxation

    https://github.com/cwpearson/csips

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 integer-programming related posts

Index

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

Project Stars
1 python-mip 361
2 minizinc-python 83
3 csips 0
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