Bayesian optimisation with semi-parametric DAG models.
Implementation of a Bayesian optimisation tuner using directed-acyclic-graph surrogate models. Completed as part of M.Eng project at the University of Cambridge.
Install using pip from a local directory using
pip3 install -e $LOCAL_DIR
e.g. LOCAL_DIR="/home/ross/dagbo"
The DAG used in the Spark case study is available in the tests folder.