Self-Organizing Maps ML Frameworks

Implementations of Self-Organizing Maps (SOM) and Kohonen networks across various programming languages and frameworks. Does NOT include other clustering algorithms, neural network libraries, or dimensionality reduction techniques unrelated to SOM/Kohonen architecture.

There are 16 self-organizing maps frameworks tracked. 1 score above 70 (verified tier). The highest-rated is JustGlowing/minisom at 79/100 with 1,576 stars and 36,435 monthly downloads. 1 of the top 10 are actively maintained.

Get all 16 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	JustGlowing/minisom :red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps	79	Verified	1,576	Python
2	felixriese/susi SuSi: Python package for unsupervised, supervised and semi-supervised...	67	Established	115	Python
3	abhinavralhan/kohonen-maps Implementation of SOM and GSOM	50	Established	73	Jupyter Notebook
4	saeyslab/FlowSOM_Python The complete FlowSOM package known from R, now available in Python!	45	Emerging	27	Python
5	LCSB-BioCore/GigaSOM.jl Huge-scale, high-performance flow cytometry clustering in Julia	39	Emerging	36	Julia
6	mthiboust/somap A flexible, fast and scalable python library for Self-Organizing Maps	34	Emerging	16	Jupyter Notebook
7	diego-vicente/ntnu-som Using Self-Organizing Maps for Travelling Salesman Problem	34	Emerging	44	Python
8	avinashshenoy97/RusticSOM Rust library for Self Organising Maps (SOM).	33	Emerging	36	Rust
9	CarsonScott/HSOM Hierarchical self-organizing maps for unsupervised pattern recognition	25	Experimental	61	Python
10	mlange-42/kohonen A Self-organizing Maps (SOM) / Kohonen networks library and command line...	23	Experimental	2	Rust
11	MickaelDP/SOM-Kohonen-C-Engine High-performance Self-Organizing Map (SOM) engine in C99. Unsupervised...	22	Experimental	—	C
12	jpypi/rust-som Self-organizing map implementated in Rust	12	Experimental	4	Rust
13	ventus550/somu A simple high-performance implementation of the Self-Organizing Map (SOM)...	12	Experimental	1	Rust
14	elhamabedi/som-slfn SOM Clustering and SLFN Classification	11	Experimental	—	Jupyter Notebook
15	tn16jv/Self-Organizing-Map Implementation of a Artificial Neural Network model of Self Organizing Maps (SOM)	10	Experimental	1	Java
16	elin-d/dpsom Deep Probabilistic SOM - reimplementation with pytorch of an Interpretable...	10	Experimental	3	Jupyter Notebook

Comparisons in this category

minisom and kohonen-maps (79 vs 50) minisom and SOM-Kohonen-C-Engine (79 vs 22) RusticSOM and kohonen (33 vs 23)