Welcome to MLPro-Int-Optuna, an extension to MLPro to integrate the Hyperopt package. MLPro is a middleware framework for standardized machine learning in Python. It is developed by the South Westphalia University of Applied Sciences, Germany, and provides standards, templates, and processes for hybrid machine learning applications. Optuna, in turn, provides state-of-the-art algorithms for hyperparameter search and optimization.
MLPro-Int-Optuna provides wrapper classes that enable the use of selected Optuna functionalities in your MLPro applications. The use of these wrappers is illustrated in numerous example programs.
MLPro - The integrative middleware framework for standardized machine learning in Python
MLPro-Int-Optuna - Integration of Optuna into MLPro
Optuna: Open Source Hyperparameter optimization framework