BONE: Bayesian online learning in non-stationary environments

Paper 📄: https://arxiv.org/abs/2411.10153

Installation

To run the experiments, make sure to have installed jax>=0.4.2, rebayes-mini, flax, and the BayesianOptimization package:

pip install git+https://github.com/gerdm/rebayes-mini.git
pip install flax
pip install bayesian-optimization