NLNS
Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem (by ahottung)
VeRyPy
A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem. (by yorak)
| NLNS | VeRyPy | |
|---|---|---|
| 1 | 1 | |
| 71 | 257 | |
| - | - | |
| 1.8 | 5.0 | |
| over 3 years ago | 6 months ago | |
| Python | Python | |
| GNU General Public License v3.0 only | MIT License |
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.
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.
NLNS
Posts with mentions or reviews of NLNS.
We have used some of these posts to build our list of alternatives
and similar projects.
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[D] What type of machine learning can be used to solve timetable optimisation problems?
I do not believe anyone has tried ML methods for solving timetable problems yet, so this would be new. My group has come up with several different options for ML+Optimization, but probably our approach "Neural Large Neighborhood Search" will be the most promising here. See our ECAI paper: https://ecai2020.eu/papers/786_paper.pdf, medium post explaining the method: https://dot-bielefeld.medium.com/learning-improvement-heuristics-for-vehicle-routing-problems-with-neural-large-neighborhood-search-6e19252e85f4 and source code: https://github.com/ahottung/NLNS.
VeRyPy
Posts with mentions or reviews of VeRyPy.
We have used some of these posts to build our list of alternatives
and similar projects.
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Need tips on tools for solving VRPs (Vehicle Routing Problems) in the python environment
https://github.com/yorak/VeRyPy - another open source project, seems to be focused on ease of use. Might be worth glancing at the code.
What are some alternatives?
When comparing NLNS and VeRyPy you can also consider the following projects:
polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
awesome-python - An opinionated list of awesome Python frameworks, libraries, software and resources.
or-gym - Environments for OR and RL Research
optapy - OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.