arXiv stat.ML
· Papers
torchsom: The Reference PyTorch Library for Self-Organizing Maps
arXiv:2510.11147v2 Announce Type: replace Abstract: This paper introduces torchsom, an open-source Python library that provides a reference implementation of the Self-Organizing Map (SOM) in PyTorch. This package offers three main features: (i) dimensionality reduction, (ii) clustering, and (iii) friendly data visualiz