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kohonen

Here are 13 public repositories matching this topic...

JustGlowing / minisom

🔴 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

Updated Oct 1, 2025
Python

fcomitani / simpsom

Python library for Self-Organizing Maps

python clustering dimensionality-reduction kohonen self-organizing-map

Updated Jan 16, 2024
Python

stephantul / somber

Recursive Self-Organizing Map/Neural Gas.

machine-learning unsupervised cython som ng recurrent-neural-networks kohonen recsom neural-gas plsom

Updated Dec 27, 2022
Python

ufvceiec / GEMA

A small Python 3 library to train Self Organizing Maps and use them to classify patterns.

python-library kohonen self-organizing-map

Updated Jun 30, 2024
Python

JuliaSzymanska / Artificial-Intelligence

Implementing Artificial Neural Network training process in Python

Updated Jun 8, 2020
Python

ivallesp / somnium

Model explainability and high dimensional visualisation library for Python based on Self-Organising-Maps

kohonen manifold-learning self-organizing-map

Updated Apr 9, 2021
Python

ZdrzalikPrzemyslaw / Machine-Learning

Implementations of Machine Learning algorithms in Python

python machine-learning neural-network som python3 classification kohonen mlp kohonen-map k-means multi-layer-perceptron self-organizing-map k-means-implementation-in-python k-means-clustering neural-gas image-quantization

Updated Jun 11, 2020
Python

dzilles / grgen

A mesh generator using machine learning.

machine-learning grid som mesh mesh-generation kohonen

Updated Nov 29, 2020
Python

nicomignoni / som

PyTorch implementation of Kohonen's Self-Organizing Map.

som kohonen unsupervised-learning self-organizing-map

Updated Feb 11, 2021
Python

ktomkow / firstKohonen

Basic implementation of Kohonen Map using python 3 and NumPy library.

python machine-learning neural-network numpy machine-learning-algorithms neural-networks kohonen self-organizing-map

Updated Jan 24, 2019
Python

GonzaloHirsch / kohonen-space-mapping

This repository implements the Kohonen method, also known as Self-Organizing Maps (SOM), to demonstrate its ability to map data to various spaces, and provides a visual representation of the process.

python machine-learning animation clustering ml kohonen itba kohonen-som minisom

Updated Nov 17, 2022
Python

mrtarsa / somlove

kohonen maps on glove vectors

nlp som kohonen glove

Updated Jul 24, 2018
Python

B2RJ / TIA_Reseaux_Neuronaux

This project takes place in the teaching unit Technical Articial Intelligence at Lyon 1 University.

kohonen

Updated Jul 29, 2020
Python

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