Integrations

Examples demonstrating Surfaces integration with optimization frameworks.

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• scipy
• Optuna
• Gradient-Free-Optimizers
• Hyperactive

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Overview

Example	Description
scipy	scipy.optimize integration with to_scipy()
Optuna	Optuna hyperparameter optimization
Gradient-Free-Optimizers	GFO with native search space support
Hyperactive	Hyperactive parallel optimization

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Note

Additional integration examples for SMAC and Ray Tune coming soon.