Self Organizing Map Python Packages

minisom

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

susi

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

gema

A library to build and study Self-Organizing-Maps

simpsom

Python library for Self-Organizing Maps

somu

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

so-magic

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

neural-map

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

somptimised

An optimised version of sklearn-som with extended functionalities.

somlib

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

dbgsom

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

green-magic

The Green Magic library of the Green-Machine

somap

A flexible, fast and scalable python library for Self-Organizing Maps

sparse-som

Efficient Self-Organizing Map for Sparse Data

kohonen-som

PyTorch implementation of Kohonen's Self-Organizing Map.

optuclust

Optuna-tuned clustering

frankenz

A photometric redshift monstrosity