Mlpro

In our second pre-release for early adopters of our new sub-framework MLPro-OA, we fixed bugs, refactored parts of the code, and moved on to documenting everything...

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What's Changed
MLPro-RL - Reinforcement Learning
* RL: Seeding errors in GridWorld Env by steveyuwono in https://github.com/fhswf/MLPro/pull/1070
MLPro-BF - Basic Functions
* BF: Hypercuboid - Collision detection 1040 by detlefarend in https://github.com/fhswf/MLPro/pull/1041
* Final changes in v2.0.0 by detlefarend in https://github.com/fhswf/MLPro/pull/1043
Documentation
* RTD v2.0.0 by detlefarend in https://github.com/fhswf/MLPro/pull/1042
Other Changes
* Automated PR by mlpro-admin in https://github.com/fhswf/MLPro/pull/1063
* Automated PR by mlpro-admin in https://github.com/fhswf/MLPro/pull/1065
* Update Extension Hub by mlpro-admin in https://github.com/fhswf/MLPro/pull/1066
* Update Extension Hub by mlpro-admin in https://github.com/fhswf/MLPro/pull/1067
* Update Extension Hub by mlpro-admin in https://github.com/fhswf/MLPro/pull/1068

New Contributors
* mlpro-admin made their first contribution in https://github.com/fhswf/MLPro/pull/1063

**Full Changelog**: https://github.com/fhswf/MLPro/compare/v1.9.0...v1.9.1

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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

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What's Changed
MLPro-OA - Online Adaptivity
* Bug: Boundary Detector - Event-based Adaptation triggered by a Window… by detlefarend in https://github.com/fhswf/MLPro/pull/975


**Full Changelog**: https://github.com/fhswf/MLPro/compare/v1.4.3...v1.4.4

<!-- Release notes generated using configuration in .github/release.yml at main -->

What's Changed
MLPro-OA - Online Adaptivity
* OA: Design updates on Anomaly Detection by syamrajsatheesh in https://github.com/fhswf/MLPro/pull/965


**Full Changelog**: https://github.com/fhswf/MLPro/compare/v1.4.2...v1.4.3

<!-- Release notes generated using configuration in .github/release.yml at main -->

What's Changed
MLPro-OA - Online Adaptivity
* OA: Cluster-based Anomaly Detection by detlefarend in https://github.com/fhswf/MLPro/pull/952
* OA: Templates for Cluster Analyzers 589 by detlefarend in https://github.com/fhswf/MLPro/pull/962


**Full Changelog**: https://github.com/fhswf/MLPro/compare/v1.4.1...v1.4.2

This release prepares the upcoming sub-framework MLPro-OA for online machine learning. It doesn't yet provide new functionalities or significant bugfixes. It rather ensures compatibility with MLPro-Int-River and MLPro-Int-scikit-learn on an updated design level.

<!-- Release notes generated using configuration in .github/release.yml at main -->

What's Changed
MLPro-SL - Supervised Learning
* SL: Initial Design by laxmikantbaheti in https://github.com/fhswf/MLPro/pull/772
MLPro-OA - Online Adaptivity
* OA: Cluster Analysis by detlefarend in https://github.com/fhswf/MLPro/pull/953
* OA: General systematics for cluster properties 944 by detlefarend in https://github.com/fhswf/MLPro/pull/957
* OA: Maintenance of Howtos for OA-Streams by detlefarend in https://github.com/fhswf/MLPro/pull/960
* OA: Templates for Cluster Analyzers 589 by detlefarend in https://github.com/fhswf/MLPro/pull/958
MLPro-BF - Basic Functions
* BF-Model: Hyperparameter Updates through Event Handling by laxmikantbaheti in https://github.com/fhswf/MLPro/pull/787
* Refact: Parameter p_outlier_frequency of Class StreamMLProPOutliers s… by detlefarend in https://github.com/fhswf/MLPro/pull/949
* BF: General systematics for properties (and their derivatives) 943 by detlefarend in https://github.com/fhswf/MLPro/pull/950
* Refact: Class bf.math.geometry.Point - Replace parent bf.math.Element… by detlefarend in https://github.com/fhswf/MLPro/pull/955
* Refact: Class bf.math.geometry.Point - Replace parent bf.math.Element(2) by detlefarend in https://github.com/fhswf/MLPro/pull/956


**Full Changelog**: https://github.com/fhswf/MLPro/compare/v1.4.0...v1.4.1