/sgboed-gp

Standalone repo for the blog posts about combining GPs and SGBOED

Primary LanguagePython

Stochastic-gradient Bayesian Optimal Experimental Design with Gaussian Processes

This is a standalone repo containing the code for the blogs posts:

  1. Stochastic-gradient Bayesian Optimal Experimental Design with Gaussian Processes

Environment set-up

You can create an environment to run this code using

conda create -n sgboed python=3.11
conda activate sgboed
conda install pytorch pytorch-cuda=11.8 -c pytorch -c nvidia  # Adjust depending on the platform
conda install numpy matplotlib tqdm
pip install pyro-ppl