TorchSOM/CITATION.cff at main · michelin/TorchSOM · GitHub

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# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: >-
  torchsom: The Reference PyTorch Library for Self-Organizing Maps
message: 'If you use this software, please cite the JMLR article below.'
type: software
authors:
  - given-names: Louis
    family-names: Berthier
    email: louis-desire-romeo.berthier@michelin.com
    affiliation: 'Manufacture Française des Pneumatiques Michelin; Centre de Mathématiques Appliquées (CMAP), Ecole Polytechnique'
    orcid: 'https://orcid.org/0009-0009-9654-2448'
    website: 'https://louistier.github.io/'
repository-code: 'https://github.com/michelin/TorchSOM'
url: 'https://opensource.michelin.io/TorchSOM'
abstract: >-
  torchsom is a PyTorch library for training Self-Organizing Maps (SOMs), with
  GPU acceleration, a scikit-learn-style API, clustering, Just-In-Time Learning,
  and visualization for rectangular and hexagonal maps.
keywords:
  - Self-Organizing Maps
  - PyTorch
  - Unsupervised Learning
  - Dimensionality Reduction
  - Clustering
  - Machine Learning
  - Data Visualization
license: Apache-2.0
version: 1.3.1
preferred-citation:
  type: article
  title: 'torchsom: The Reference PyTorch Library for Self-Organizing Maps'
  authors:
    - given-names: Louis
      family-names: Berthier
      orcid: 'https://orcid.org/0009-0009-9654-2448'
    - given-names: Ahmed
      family-names: Shokry
    - given-names: Maxime
      family-names: Moreaud
    - given-names: Guillaume
      family-names: Ramelet
    - given-names: Eric
      family-names: Moulines
  journal: Journal of Machine Learning Research
  volume: 27
  issue: 190
  start: 1
  end: 17
  year: 2026
  url: 'http://jmlr.org/papers/v27/25-2467.html'