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31 lines (31 loc) · 867 Bytes
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cff-version: 1.2.0
title: "DBGSOM: A Python implementation of the Directed Batch Growing Self-Organizing Map"
type: software
authors:
- family-names: Martens
given-names: Sandro
email: sandro.martens@web.de
repository-code: https://github.com/SandroMartens/DBGSOM
url: https://dbgsom.readthedocs.io/
license: MIT
version: 1.2.2
doi: 10.5281/zenodo.20525611
date-released: "2025-06-03"
keywords:
- self-organizing map
- SOM
- unsupervised learning
- clustering
- vector quantization
- scikit-learn
references:
- type: article
authors:
- family-names: Vasighi
given-names: Mahdi
- family-names: Amini
given-names: Homa
title: "A directed batch growing approach to enhance the topology preservation of self-organizing map"
year: 2017
doi: 10.1016/j.asoc.2017.02.015
journal: Applied Soft Computing