Metadata-Version: 2.4
Name: mlpro_int_optuna
Version: 1.0.1
Summary: MLPro: Integration Optuna
Home-page: https://mlpro-int-optuna.readthedocs.io
Author: MLPro Team
Author-email: mlpro@listen.fh-swf.de
Project-URL: Bug Tracker, https://mlpro-int-optuna.readthedocs.io
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.11
Description-Content-Type: text/markdown
License-File: LICENSE
Provides-Extra: full
Requires-Dist: mlpro[full]>=2.1.0; extra == "full"
Requires-Dist: optuna>=3.4.0; extra == "full"
Dynamic: license-file

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# MLPro-Int-Optuna - Integration of Optuna into MLPro
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.

### Learn more
[MLPro - The integrative middleware framework for standardized machine learning in Python](https://mlpro.readthedocs.io)   
[MLPro-Int-Optuna - Integration of Optuna into MLPro](https://mlpro-int-optuna.readthedocs.io)   
[Optuna: Open Source Hyperparameter optimization framework](https://optuna.org/)   
