GPyOpt is a Python library designed for performing Bayesian Optimization. It is built on top of the GPy library, which allows users to create Gaussian Processes. GPyOpt is used to optimize functions that are expensive to evaluate, making it highly useful in a variety of fields, including Email Marketing.