GitHub

Self-Organizing Map (SOM) in C

This project implements a Self-Organizing Map (SOM) algorithm in C to classify the Wine Dataset. SOM is an unsupervised neural network algorithm used to reduce the dimensionality of data while ...
GitHub

This Python code implements a Kohonen Self-Organizing Map (SOM) algorithm to cluster data points in a 2D space.

Notifications You must be signed in to change notification settings This Python code implements a Kohonen Self-Organizing Map (SOM) algorithm to cluster data points in a 2D space. The SOM is trained ...
IEEE

A new batch SOM algorithm for relational data with weighted medoids

Abstract: The great majority of previous works on SOM concern quantitative vectorial data. Nowadays, relatively few SOM algorithms are able to manage relational data despite their usefulness. This ...