Scikit Optimize
[wtm_mlop_cats]
Scikit-Optimize, or skopt, is a simple and efficient library to minimize (very) expensive and noisy black-box functions. It implements several methods for sequential model-based optimization. skopt aims to be accessible and easy to use in many contexts.
The library is built on top of NumPy, SciPy and Scikit-Learn
Features
Scikit-Optimize, or skopt for short, is an open-source Python library for performing optimization tasks.
It offers efficient optimization algorithms, such as Bayesian Optimization, and can be used to find the minimum or maximum of arbitrary cost functions.