Hyppopy

Hyppopy is a Python-based toolbox for blackbox optimization. It attempts to find the best possible solution to a pre-defined objective functions. This can be for example the parameters of simulation or the hyperparameters of a machine learning models. Hyppopy offers a unified and easy-to-use interface to a collection of blackbox optimization solvers backends and algorithms:

• Hyperopt
• Optunity
• Optuna
• Bayesian Optimization
• Random search
• Grid search

The development of Hyppopy is mainly driven by our HAF partners from DKFZ.

Source Code

The source code of Hyppopy is available on GitHub: https://github.com/MIC-DKFZ/Hyppopy/.