python-mip
EA-FC-24-Automated-SBC-Solving
| python-mip | EA-FC-24-Automated-SBC-Solving | |
|---|---|---|
| 1 | 1 | |
| 504 | 24 | |
| 1.4% | - | |
| 7.1 | 6.5 | |
| about 2 months ago | 2 months ago | |
| Python | Python | |
| Eclipse Public License 2.0 | MIT License |
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python-mip
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Ask HN: Do you use an optimization solver? Which one? Why? Do you like it?
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.
EA-FC-24-Automated-SBC-Solving
What are some alternatives?
or-tools - Google's Operations Research tools:
socceraction - Convert soccer event stream data to SPADL and value player actions using VAEP or xT
SciPy - SciPy library main repository
football_analytics - 📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.
HiGHS - Linear optimization software
gol.py - efficient Game of Life in Python
minizinc-python - Access to all MiniZinc functionality directly from Python
Fifa-Autobidder - Selenium-based bot that autobids and autobuys players on FIFA 23 Ultimate Team's transfer market
exact
osqp - The Operator Splitting QP Solver
cpsat-primer - Using and Understanding OR-Tools' CP-SAT: A Primer and Cheat Sheet