dagbo

Bayesian optimisation with semi-parametric DAG models.

Overview

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

Install using pip from a local directory using

NOTE

for system (spark) specific arguments, config in exec_spark.py

pip3 install -e .

Demo

The DAG used in the Spark case study is available in the tests folder.