Scikit Optimize

GitHub Support CommunityHyperparameter tuning

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


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.

Official website

Tutorial and documentation

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