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boltzmann-machine

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Using Monte-Carlo simulated datasets, a completely transparent Boltzmann Machine trained on 1-D Ising chain data is implemented to predict model couplers in the absence of past coupler values. Methods from machine learning applied to theoretical physics are on display in this work.

  • Updated Apr 4, 2024
  • HTML

The unifying open-source library for Quantum Boltzmann Machines: one Gibbs-state core, six backends (dense, statevector, JAX, tensor-network, quantum-circuit, Pauli propagation), arbitrary QFI metrics, and 13 guided tutorials.

  • Updated Aug 8, 2026
  • Jupyter Notebook

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