Outsourcing of 3rd Party Integration

This release is mainly dedicated to outsourcing all 3rd party wrapper code to separate GitHub repositories. These are now listed in the MLPro Extension Hub. This step reduces and stabilizes the MLPro core and removes dependencies from 3rd party release activities. Third party integration is now an optional step that can be done on demand.

Currently, the MuJoCo integration is still part of the MLPro core. We will outsource this in one of the upcoming releases.

Furthermore, we moved on developing our upcoming sub-framework MLPro-OA for online machine learning. We will dedicate one of the upcoming releases to it.

All changes of this release are listed below:

What's Changed

MLPro-OA - Online Adaptivity

• Bug: Visualization of a cluster needs to be removed when cluster itse… by @detlefarend in #932
• OA: Anomaly Detection by @syamrajsatheesh in #933
• OA: Refactoring of Cluster Analysis/Anomaly Detection by @detlefarend in #938
• OA: Visualization of anomalies by @detlefarend in #940

MLPro-BF - Basic Functions

• BF-Streams: New native benchmark stream for point outliers #911 by @detlefarend in #915
• Refact: Consolidation of native streams #916 by @detlefarend in #918
• Refact: Consolidation of native streams #916 by @detlefarend in #920
• BF-ML : Hyperparameter Handling by @laxmikantbaheti in #789
• BF-MATH: New sub-topic for geometric objects #739 by @detlefarend in #740

3rd Party Support / Wrappers

• WR: Relocation of wrapper code to separate github repositories by @detlefarend in #909

Documentation

• RTD Documentation v1.4.0 by @detlefarend in #917

New Contributors

• @syamrajsatheesh made their first contribution in #933

Full Changelog: v1.3.1...v1.4.0