Bayesian Optimal Experimental Design on Finite Design Sets

This repository contains an implementation of the methods presented in the paper "Efficient Bayesian Optimal Experimental Design for Expensive Computational Models over Finite Design Sets" together with scripts for reproducing the experiments reported in the paper.

Installation

Clone the Repository

git clone https://github.com/maxdinkel/boed.git
cd boed
conda env create -f environment.yml
conda activate boed
pip install .

Reproducing the Paper Experiments

The scripts used to reproduce the experiments from the paper are provided in the paper/ directory. See paper/README.md for instructions.