Paper ScienceDirect MLWA - Arend e.a. - "MLPro 2.0 - Online machine learning in Python"

This repository provides the example programs described in Section 6. MLPro-OA in practice of the above journal paper.

Preparation

Install these Python packages

Example 1: Extensive preprocessing

Execute the sample program and follow the hints on the screen

Example 2a: Online clustering (2D)

Execute the sample program and follow the hints on the screen

Example 2b: Online clustering (3D)

Execute the sample program and follow the hints on the screen

Example 3a: Anomaly detection

Execute the sample program and follow the hints on the screen

Example 3b: Anomaly detection

Execute the sample program and follow the hints on the screen

See also

ScienceDirect - Machine Learning with Applications

MLPro - the integrative middleware framework for standardized machine learning in Python

South Westphalia University of Applied Sciences, Dept. of Automation Technology and Learning Systems

Contact us

Detlef Arend: email | orcid | researchgate | linkedin

Laxmikant Shrikant Baheti: email | orcid | researchgate | linkedin

Steve Yuwono: email | orcid | researchgate

Syamraj Purushamparambil Satheesh Kumar: email

Andreas Schwung: email | orcid | researchgate