Introduction

This repo contains code for reproducing the results in the paper Metropolis Augmented Hamiltonian Monte Carlo at Symposium on Advances in Approximate Bayesian Inference (AABI) 2022.

Setting up the environment

1. Install miniconda (if not already installed)
2. Set up the virtual environment

conda env create -f environment.yml
conda activate mahmc

Reproducing the results

Use the notebooks mdc.ipynb and blr.ipynb to reproduce the results in the paper.