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DsysDML

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  1. rbms rbms Public

    Training and analyzing Restricted Boltzmann Machines in PyTorch

    Python 5 2

  2. FeF 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 and Beatriz Seoane

    Jupyter Notebook 1

  3. clusterbm clusterbm Public

    Code for generating relational trees using the learning dynamics of Energy-Based Models

    Jupyter Notebook 3 1

  4. couplings_inference 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 3

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