Scikit Optimize (also known as skopt) is a Python library designed to minimize (or maximize) the value of expensive and noisy black-box functions. It is built on top of the popular Scikit-Learn library and provides tools for Bayesian Optimization that can be particularly useful in Machine Learning and other data science applications.