Repositories

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

Self-Organized Conformal Prediction (NeurIPS 2026): local conformal calibration on groups discovered by a self-organizing map.

Explainable offline process analytics (Digital Chemical Engineering 2026): feature selection, SHAP explanations, and conformal prediction intervals, with an open-data run on the UCI Superconductivity dataset.