susi
som-tsp
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| susi | som-tsp | |
|---|---|---|
| 1 | 11 | |
| 101 | 3,613 | |
| - | - | |
| 6.5 | 0.0 | |
| about 1 month ago | 4 months ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | MIT License |
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susi
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?
minisom - :red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
alibi-detect - Algorithms for outlier, adversarial and drift detection
VeRyPy - A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem.
cleanlab - The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
TSP_Solver - Python code for visualizations of algorithms that provide approximate solutions to TSP along with two lower bound approximations
trackball-python - Python library for the Pimoroni Track Ball Breakout
Neupy - NeuPy is a Tensorflow based python library for prototyping and building neural networks
tinyHTTPie - TinyHTTPie is the Product of the Multi-Part Series "The Evolution of a Script".
encode-attend-navigate-pytorch - Encode-attend-navigate unofficial Pytorch implementation
somoclu - Massively parallel self-organizing maps: accelerate training on multicore CPUs, GPUs, and clusters
sparse-som - Efficient Self-Organizing Map for Sparse Data