🌐 Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization

Using Self-Organizing Maps for Travelling Salesman Problem

Official repository for the paper "Topological Neural Discrete Representation Learning à la Kohonen" (ICML 2023 Workshop on Sampling and Optimization in Discrete Space)

Computation Graph framework implemented using only NumPy

XPySom-dask is a minimalistic implementation of batch Self Organizing Map algorithm using Dask. This is a mirror of the original XPySom.

Implementations of Machine Learning algorithms in Python

Kohonen neural network algorithm Implementation

Short yet powerful implementation of SOM with visualizations for data exploration.

implementation of Kohonen Self Organizing Feature Map

Self Organizing Map

Proyecto de materia cursada de inteligencia artificial, trata de un sistema de validación de identidad mediante reconocimiento facial usando la técnica de aprendizaje no supervisado de Kohonen

A TSP approach using SOM. Currently work in progress

A simulation of kohonen self organizing map with neural weights and robotic arm

I trained a Kohonen’s Self-Organizing Feature Map (SOFM) which can map a dataset of 3-Dimensional data into a 2-Dimensional space.

Kohonen-SOM(NN) for Mackey-Glass equations

Implementation of Kohonen algoritm on input random points on 2D space