QHMC

Quantum-inspired Hamiltonian Monte Carlo

The codes belong to the experiment section of this QHMC paper, and are implemented in MATLAB and PYTHON.

MATLAB

prerequisite:

• Add the folder ./functions to your path in MATLAB

codes:

• section 6.1: ./synthetic-examples
• section 6.2: ./sparse-bridge-regression
• section 6.3: ./image-denoising

PYTHON

packages required:

• numpy
• matplotlib
• torch
• torchvision
• copy

codes:

• section 6.4: ./bayesian-neural-network