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With this release, we are introducing the new sub-framework MLPro-OA for online machine learning for early adopters. The documentation is still in progress, so it is only recommended for advanced Python developers. We will soon provide complete documentation on MLPro-OA as part of version 2.0.0.
What's Changed
MLPro-RL - Reinforcement Learning
* RL: New Environment - Trajectory Planning by steveyuwono in https://github.com/fhswf/MLPro/pull/1026
MLPro-OA - Online Adaptivity
* OA: OA-Streams - Design updates by detlefarend in https://github.com/fhswf/MLPro/pull/984
* OA: Cluster-based Anomaly Detection by detlefarend in https://github.com/fhswf/MLPro/pull/978
* OA: Templates for online adaptive classifiers by detlefarend in https://github.com/fhswf/MLPro/pull/941
* BF/OA: Refactoring of instance handling in data stream processing(2) by detlefarend in https://github.com/fhswf/MLPro/pull/992
* OA-Streams: Systematics for general properties of a cluster 778 by detlefarend in https://github.com/fhswf/MLPro/pull/996
* OA-Streams: Systematics for general properties of a cluster 778 by detlefarend in https://github.com/fhswf/MLPro/pull/997
* OA: Cluster analysis - updates, corrections, improvements by detlefarend in https://github.com/fhswf/MLPro/pull/999
* OA: Cluster analysis - updates, corrections, improvements (2) by detlefarend in https://github.com/fhswf/MLPro/pull/1002
* OA: Cluster analysis - updates, corrections, improvements(3) by detlefarend in https://github.com/fhswf/MLPro/pull/1007
* OA: Cluster analysis - updates, corrections, improvements (4) by detlefarend in https://github.com/fhswf/MLPro/pull/1008
* OA: Cluster analysis - updates, corrections, improvements (5) by detlefarend in https://github.com/fhswf/MLPro/pull/1014
* Bug Fix: BF Streams, OA System and OA Environment for refactoring on Streams by laxmikantbaheti in https://github.com/fhswf/MLPro/pull/1018
* OA: Cluster analysis - updates, corrections, improvements (6) by detlefarend in https://github.com/fhswf/MLPro/pull/1019
* OA: Cluster analysis - updates, corrections, improvements (7) by detlefarend in https://github.com/fhswf/MLPro/pull/1023
* OA: Cluster analysis - updates, corrections, improvements (8) by detlefarend in https://github.com/fhswf/MLPro/pull/1025
* OA: Cluster analysis - updates, corrections, improvements (9) by detlefarend in https://github.com/fhswf/MLPro/pull/1029
* Merge pull request 1029 from fhswf/oa/streams/ca by syamrajsatheesh in https://github.com/fhswf/MLPro/pull/1036
* OA - Cluster Based Anomaly Detection by syamrajsatheesh in https://github.com/fhswf/MLPro/pull/995
MLPro-BF - Basic Functions
* Refact: Improvements on Id handling in classes Id and Instance 986 by detlefarend in https://github.com/fhswf/MLPro/pull/987
* BF/OA: Refactoring of instance handling in data stream processing by detlefarend in https://github.com/fhswf/MLPro/pull/990
* BF/OA: Refactoring of instance handling in data stream processing(3) by detlefarend in https://github.com/fhswf/MLPro/pull/1003
* BF/OA: Refactoring of instance handling in data stream processing(4) by detlefarend in https://github.com/fhswf/MLPro/pull/1004
* BF/OA: Refactoring of instance handling in data stream processing(5) by detlefarend in https://github.com/fhswf/MLPro/pull/1006
* Bug: Stream visualization doesn't work under MacOS 1005 by detlefarend in https://github.com/fhswf/MLPro/pull/1009
* Refact: Normalizer MinMax by laxmikantbaheti in https://github.com/fhswf/MLPro/pull/1030
* OA: Refactoring Streams by steveyuwono in https://github.com/fhswf/MLPro/pull/1032
* BF-Streams: Corrections on stream visualization by detlefarend in https://github.com/fhswf/MLPro/pull/1034
3rd Party Support / Wrappers
* Wrapper: MuJoCo Relocation to MLPro-Int-MuJoCo by steveyuwono in https://github.com/fhswf/MLPro/pull/968
Documentation
* RTD 2.0.0 by detlefarend in https://github.com/fhswf/MLPro/pull/951
* RTD 2.0.0 by steveyuwono in https://github.com/fhswf/MLPro/pull/1027
* RTD 2.0.0 by detlefarend in https://github.com/fhswf/MLPro/pull/1038
* RTD 2.0.0 708 by detlefarend in https://github.com/fhswf/MLPro/pull/1039
**Full Changelog**: https://github.com/fhswf/MLPro/compare/v1.4.4...v1.9.0