Scikit-Optimize

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

Sequential model-based optimization
Built on NumPy, SciPy, and Scikit-Learn
Open source, commercially usable - BSD license
Scikit-learn hyperparameter search wrapper
Tuning a scikit-learn estimator with skopt
Visualizing optimization results

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License

BSD License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-07

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Scikit-Optimize

Sequential model-based optimization with a `scipy.optimize` interface

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Additional Project Details

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