Bayesian Optimization Using Dragonfly

Dragonfly is a Python library that provides a flexible and scalable framework for implementing Bayesian optimization. It offers various features and algorithms for optimizing complex black box functions with a limited budget for function evaluations.

Implementation of Bayesian optimization in Dragonfly API

Here’s an overview of implementing Bayesian optimization using Dragonfly:

1. Defining the objective function: We start by defining the objective function that we want to optimize. The objective function represents the black ...