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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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Categories
Machine LearningLicense
BSD LicenseFollow Scikit-Optimize
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