Self Organizing Map Python Packages

minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

dbgsom

A scikit-learn compatible Python implementation of the Directed Batch Growing Self-Organizing Map

susi

SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)

simpsom

Python library for Self-Organizing Maps

gema

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

somu

A simple high-performance implementation of the Self-Organizing Map (SOM) algorithm in Rust, exposed as a Python module.

neural-map

NeuralMap is a data analysis tool based on Self-Organizing Maps

so-magic

A python library to infer models of the Self-Organising Maps family, based on structured data.

green-magic

The Green Magic library of the Green-Machine

somptimised

An optimised Self Organising Map which can write and read its values into and from an external file.

somlib

This is python implementation for Kohonen Self Organizing map using numpy and tensor

sparse-som

Self-Organizing Maps for sparse inputs in python

somap

Self-Organizing Maps in python

optuclust

Optuna-tuned clustering

kohonen-som

PyTorch implementation of Kohonen's Self-Organizing Map.

frankenz

A photometric redshift monstrosity