Solving the Traveling Salesman Problem using Self-Organizing Maps
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Dec 24, 2023 - Python
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self-organizing-map
Here are 343 public repositories matching this topic...
🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps
machine-learning clustering som neural-networks dimensionality-reduction outlier-detection kohonen unsupervised-learning manifold-learning self-organizing-map vector-quantization
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Oct 19, 2026 - Python
Python library for Self-Organizing Maps
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Jan 16, 2024 - Python
SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
python data-science machine-learning opensource som supervised-learning semi-supervised-learning unsupervised-learning sphinx-doc self-organizing-map pypi-package
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Mar 17, 2026 - Python
A GPU (CUDA) based Artificial Neural Network library
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Sep 25, 2021 - C++
Explore high-dimensional datasets and how your algo handles specific regions.
visualization data-science machine-learning data-mining big-data data-visualization pca kmeans t-sne unsupervised-learning tsne dbscan self-organizing-map 2d-space
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Jul 19, 2018 - Python
🌐 Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization
visualization deep-learning clustering som keras autoencoder kohonen-map representation-learning self-organizing-map
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May 16, 2024 - Python
Pytorch implementation of a Self-Organizing Map
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Feb 15, 2019 - Python
A multi-gpu implementation of the self-organizing map in TensorFlow
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Aug 1, 2022 - Python
Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Hebbian Networks.
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Apr 22, 2019 - Python
Hierarchical self-organizing maps for unsupervised pattern recognition
classifier machine-learning deep-neural-networks ai deep-learning neural-network machine-learning-algorithms ml artificial-intelligence artificial classification unsupervised-learning artificial-neural-network self-organizing-map self-organization artificial-intelligence-algorithms multiclass-classification unsupervised-machine-learning unsupervised-clustering classifier-training
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Dec 20, 2019 - Python
Machine Learning Library, written in J
learning machine-learning deep-learning clustering lstm gaussian-mixture-models ensemble-learning rbm convolutional-neural-networks j k-means gaussian-processes principal-component-analysis self-organizing-map multilayer-perceptron-network hierarchical-clustering knn-classifier restricted-boltzmann-machines
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Nov 29, 2023 - J
Self-Organizing Map [https://en.wikipedia.org/wiki/Self-organizing_map] is a popular method to perform cluster analysis. SOM shows two main limitations: fixed map size constraints how the data is being mapped and hierarchical relationships are not easily recognizable. Thus Growing Hierarchical SOM has been designed to overcome this issues
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Jun 17, 2024 - Python
Pytorch implementation of Self-Organizing Map(SOM). Use MNIST dataset as a demo.
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Feb 13, 2019 - Python
torchsom: The Reference PyTorch Library for Self-Organizing Maps (JMLR 2026). GPU-accelerated SOMs with a scikit-learn API, clustering and visualization.
python machine-learning clustering som data-visualization pytorch gpu-acceleration kohonen clustering-algorithm self-organizing-map unsupervised-machine-learning pytorch-implementation just-in-time jmlr self-organizing-maps dimensionality-reduction-technique dimensionality-reduction-algorithms just-in-time-learning
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Oct 18, 2026 - Python
Codes and Templates from the SuperDataScience Course
recurrent-neural-networks artificial-neural-networks convolutional-neural-networks boltzmann-machines autoencoders self-organizing-map superdatascience-course
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Oct 25, 2017 - Python
🌐 SOMperf: Self-organizing maps performance metrics and quality indices
benchmarking clustering som performance-metrics self-organizing-map topographic-metrics clustering-metrics
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Jul 11, 2024 - Python
Rust library for Self Organising Maps (SOM).
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Oct 15, 2022 - Rust
Huge-scale, high-performance flow cytometry clustering in Julia
clustering som artificial-intelligence neural-networks immunology self-organizing-map large-scale cytof flow-cytometry mass-cytometry cytometry clustering-methods artifical-neural-network huge-scale
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Nov 3, 2025 - Julia
FlowSOM algorithm in Python, using self-organizing maps and minimum spanning tree for visualization and interpretation of cytometry data
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Jun 16, 2022 - Python
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