Som 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)

log-anomaly-detector

Log Anomaly Detection - Machine learning to detect abnormal events logs

somu

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

plasmate

The browser engine for agents. HTML in, Semantic Object Model out. 10x token compression, V8 JS rendering, CDP compatible. Apache-2.0.

markitdown-plasmate

MarkItDown plugin: convert live URLs via Plasmate instead of BeautifulSoup (10-100x fewer tokens)

somber

Recursive Self-Organizing Map/Neural Gas.

somptimised

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

plasmate-browser-use

Plasmate SOM integration for Browser Use - 10x fewer tokens for AI web agents

sparse-som

Self-Organizing Maps for sparse inputs in python

som-parser

The browser engine for agents. HTML in, Semantic Object Model out. 10x token compression, V8 JS rendering, CDP compatible. Apache-2.0.

som-pbc

Self organizing Kohonen map in Python with periodic boundary conditions

kohonen-som

PyTorch implementation of Kohonen's Self-Organizing Map.