Welcome to MLPro-Int-Hyperopt, 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. Hyperopt, in turn, provides state-of-the-art algorithms for hyperparameter search and optimization.
MLPro-Int-Hyperopt provides wrapper classes that enable the use of selected Hyperopt 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-Hyperopt - Integration of Hyperopt into MLPro
Hyperopt: Distributed Asynchronous Hyperparameter Optimization