MLPro - Machine Learning Professional
MLPro is a synoptic framework for standardized machine learning tasks in Python!
MLPro was developed in 2021 by Automation Technology team at Fachhochschule Südwestfalen.
MLPro provides complete, standardized, and reusable functionalities to support your scientific research or industrial project in machine learning.
In MLPro, we provide a standarized Python package for conducting research in reinforcement learning (RL) and game theoretical (GT) approaches, including environments, algorithms, multi-agent RL (MARL), and many more. Additionally, we enable our users to reuse the available packages by developing wrapper classes.
Moreover, MLPro focuses not only on Model-Free but also Model-Based RL problem.
Github repository: https://github.com/fhswf/MLPro.git
Main Contributions
Test-driven development
Clean code
Ready-to-use functionalities
Usability in scientific, industrial and educational contexts
Extensible, maintainable, understandable
Attractive UI support
Reuse of available state-of-the-art implementations
Clear documentations
Instructions for use
Citing MLPro
To cite this project in publications:
@misc{...
}
Contact Data
Mail: mlpro@listen.fh-swf.de