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    6 repositories

    • rbms

      Public
      Training and analyzing Restricted Boltzmann Machines in PyTorch
      Python
      •
      MIT License
      •2•5•8•3•Updated Feb 11, 2026Feb 11, 2026

    • couplings_inference

      Public
      Code repository for: Inferring Higher-Order Couplings with Neural Networks (Phys. Rev. Lett. 135, 20730) by Aurélien Decelle, Beatriz Seoane, and Alfonso Navas
      Jupyter Notebook
      •
      MIT License
      •0•3•0•0•Updated Dec 1, 2025Dec 1, 2025

    • fastrbm

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated May 6, 2025May 6, 2025

    • clusterbm

      Public
      Code for generating relational trees using the learning dynamics of Energy-Based Models
      Jupyter Notebook
      •
      Apache License 2.0
      •1•3•0•0•Updated Apr 3, 2025Apr 3, 2025

    • dsysdml.github.io

      Public
      0•0•0•0•Updated Apr 2, 2025Apr 2, 2025

    • FeF

      Public
      Code for the paper "Fast and Functional Structured Data Generators Rooted in Out-of-Equilibrium Physics" by Alessandra Carbone, Aurélien Decelle, Lorenzo Rosset…
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Feb 6, 2025Feb 6, 2025