Popular GitHub Repositories for Ising

Implementation of deep implicit attention in PyTorch

Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX

Convenient Interface to Inverse Ising (ConIII)

Implementation of approximate free-energy minimization in PyTorch

Which dynamical regime is beneficial for biological systems in the context of the criticality hypothesis? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability of agents with respect to their dynamical regime. Paper: https://arxiv.org/abs/2103.12184

Monte Carlo simulation of Ising model, and training a CNN in PyTorch to classify snapshot images. Comparison with binary classification algorithms in scikit-learn.

Python tools for analysing Boltzmann machine distributions