VeRyPy
som-tsp
| VeRyPy | som-tsp | |
|---|---|---|
| 1 | 11 | |
| 253 | 3,615 | |
| - | - | |
| 5.0 | 0.0 | |
| 5 months ago | 4 months ago | |
| Python | Python | |
| MIT License | MIT License |
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VeRyPy
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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.
som-tsp
- Using Self-Organizing Maps to solve the Traveling Salesman Problem
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Self-Organizing Maps can be used to to solve the Traveling Salesman Problem — The Traveling Salesman Problem is a well known challenge in Computer Science: it consists on finding the shortest route possible that traverses all cities in a given map only once.
Blog: https://diego.codes/post/som-tsp/
- Using Self-Organizing Maps to Solve the Traveling Salesman Problem
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Ok, who's got an implementation ready - QGIS plugin, Arc toolbox/script, Post, whatever?
The blog link about it in that comment: https://diego.codes/post/som-tsp/
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Solving the travelling salesman problem using Self-Organizing Maps
Read more on the technique and implementation of self organizing maps in this blog post
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Solving the travelling salesman problem using self-organising maps
Github repo
- Som-Tsp - Solving the traveling salesman problem using self-organizing maps
- Som-Tsp – Solving the traveling salesman problem using self-organizing maps
What are some alternatives?
awesome-python - An opinionated list of awesome Python frameworks, libraries, software and resources.
minisom - :red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
optapy - OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.
susi - SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
best-of-ml-python - 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
TSP_Solver - Python code for visualizations of algorithms that provide approximate solutions to TSP along with two lower bound approximations
socialclub-notification-blocker - Next-generation firewall (NGFW) that supports blocking SocialClub Overlay notifications.
Neupy - NeuPy is a Tensorflow based python library for prototyping and building neural networks
celery - Distributed Task Queue (development branch)
encode-attend-navigate-pytorch - Encode-attend-navigate unofficial Pytorch implementation
NLNS - Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem
ml4vrp - Geometric Deep Learning Models for Vehicle Routing Problem