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Self Organizing Map Python Packages

Python packages with the GitHub topic self-organizing-map. Sorted by relevance, with stars and monthly downloads.
JustGlowing
minisom

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

44K 2K 444
felixriese
susi

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

1K 116 22
ufvceiec
gema

A library to build and study Self-Organizing-Maps

862 27 8
fcomitani
simpsom

Python library for Self-Organizing Maps

717 165 38
ventus550
somu

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

439 1 0
boromir674
so-magic

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

334 2 0
FrancoBobadilla
neural-map

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

270 9 2
WilfriedMercier
somptimised

An optimised version of sklearn-som with extended functionalities.

224 1 0
pankajr141
somlib

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

208 6 0
SandroMartens
dbgsom

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

194 4 1
boromir674
green-magic

The Green Magic library of the Green-Machine

184 2 0
mthiboust
somap

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

154 16 1
yoch
sparse-som

Efficient Self-Organizing Map for Sparse Data

116 20 5
nicomignoni
kohonen-som

PyTorch implementation of Kohonen's Self-Organizing Map.

98 4 2
filipsPL
optuclust

Optuna-tuned clustering

79 1 0
joshspeagle
frankenz

A photometric redshift monstrosity

52 18 3
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