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

Using Self-Organizing Maps for Travelling Salesman Problem

Computation Graph framework implemented using only NumPy

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

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

implementation of Kohonen Self Organizing Feature Map

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

Self Organizing Map

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

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

A TSP approach using SOM. Currently work in progress

Kohonen-SOM(NN) for Mackey-Glass equations

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