michelin

michelin/TorchSOM

torchsom: The Reference PyTorch Library for Self-Organizing Maps (JMLR 2026). GPU-accelerated SOMs with a scikit-learn API, clustering and visualization.

1 good first / help-wanted issue · Python · last activity Oct 19, 2026

42 stars 3 forks 42 watchers Python Apache License 2.0
clustering clustering-algorithm data-visualization dimensionality-reduction-algorithms dimensionality-reduction-technique gpu-acceleration jmlr just-in-time just-in-time-learning kohonen machine-learning python pytorch pytorch-implementation self-organizing-map self-organizing-maps som unsupervised-machine-learning
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1 Open Issue Need Help Last updated: Oct 19, 2026

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Per-feature weights (mask) in distances and BMU search 6 days ago
enhancement help wanted
michelin/TorchSOM
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torchsom: The Reference PyTorch Library for Self-Organizing Maps (JMLR 2026). GPU-accelerated SOMs with a scikit-learn API, clustering and visualization.

Python
#clustering#clustering-algorithm#data-visualization#dimensionality-reduction-algorithms#dimensionality-reduction-technique#gpu-acceleration#jmlr#just-in-time#just-in-time-learning#kohonen#machine-learning#python#pytorch#pytorch-implementation#self-organizing-map#self-organizing-maps#som#unsupervised-machine-learning