MLPro-OA: Pre-release for early adopters (4)

On our way to establishing online machine learning in MLPro, we did some last-minute refactorings...

What's Changed

MLPro-OA - Online Adaptivity

• Final changes in v2.0.0 (3) by @detlefarend in #1100

Full Changelog: v1.9.3...v1.9.4

MLPro-OA: Pre-release for early adopters (4)

In our fourth pre-release for early adopters of our new sub-framework MLPro-OA, we fixed a bug in the context of group anomalies as part of our upcoming systematics for anomaly detection.

What's Changed

MLPro-OA - Online Adaptivity

• Final changes in v2.0.0 (2) by @detlefarend in #1095

Full Changelog: v1.9.2...v1.9.3

MLPro-OA: Pre-release for early adopters (3)

In our third pre-release for early adopters of our new sub-framework MLPro-OA, we fixed some administrative problems...

Full Changelog: v1.9.1...v1.9.2

MLPro-OA: Pre-release for early adopters (2)

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...

What's Changed

MLPro-RL - Reinforcement Learning

• RL: Seeding errors in GridWorld Env by @steveyuwono in #1070

MLPro-BF - Basic Functions

• BF: Hypercuboid - Collision detection #1040 by @detlefarend in #1041
• Final changes in v2.0.0 by @detlefarend in #1043

Documentation

• RTD v2.0.0 by @detlefarend in #1042

Other Changes

• Automated PR by @mlpro-admin in #1063
• Automated PR by @mlpro-admin in #1065
• Update Extension Hub by @mlpro-admin in #1066
• Update Extension Hub by @mlpro-admin in #1067
• Update Extension Hub by @mlpro-admin in #1068

New Contributors

• @mlpro-admin made their first contribution in #1063

Full Changelog: v1.9.0...v1.9.1

MLPro-OA: Pre-release for early adopters

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 #1026

MLPro-OA - Online Adaptivity

• OA: OA-Streams - Design updates by @detlefarend in #984
• OA: Cluster-based Anomaly Detection by @detlefarend in #978
• OA: Templates for online adaptive classifiers by @detlefarend in #941
• BF/OA: Refactoring of instance handling in data stream processing(2) by @detlefarend in #992
• OA-Streams: Systematics for general properties of a cluster #778 by @detlefarend in #996
• OA-Streams: Systematics for general properties of a cluster #778 by @detlefarend in #997
• OA: Cluster analysis - updates, corrections, improvements by @detlefarend in #999
• OA: Cluster analysis - updates, corrections, improvements (2) by @detlefarend in #1002
• OA: Cluster analysis - updates, corrections, improvements(3) by @detlefarend in #1007
• OA: Cluster analysis - updates, corrections, improvements (4) by @detlefarend in #1008
• OA: Cluster analysis - updates, corrections, improvements (5) by @detlefarend in #1014
• Bug Fix: BF Streams, OA System and OA Environment for refactoring on Streams by @laxmikantbaheti in #1018
• OA: Cluster analysis - updates, corrections, improvements (6) by @detlefarend in #1019
• OA: Cluster analysis - updates, corrections, improvements (7) by @detlefarend in #1023
• OA: Cluster analysis - updates, corrections, improvements (8) by @detlefarend in #1025
• OA: Cluster analysis - updates, corrections, improvements (9) by @detlefarend in #1029
• Merge pull request #1029 from fhswf/oa/streams/ca by @syamrajsatheesh in #1036
• OA - Cluster Based Anomaly Detection by @syamrajsatheesh in #995

MLPro-BF - Basic Functions

• Refact: Improvements on Id handling in classes Id and Instance #986 by @detlefarend in #987
• BF/OA: Refactoring of instance handling in data stream processing by @detlefarend in #990
• BF/OA: Refactoring of instance handling in data stream processing(3) by @detlefarend in #1003
• BF/OA: Refactoring of instance handling in data stream processing(4) by @detlefarend in #1004
• BF/OA: Refactoring of instance handling in data stream processing(5) by @detlefarend in #1006
• Bug: Stream visualization doesn't work under MacOS #1005 by @detlefarend in #1009
• Refact: Normalizer MinMax by @laxmikantbaheti in #1030
• OA: Refactoring Streams by @steveyuwono in #1032
• BF-Streams: Corrections on stream visualization by @detlefarend in #1034

3rd Party Support / Wrappers

• Wrapper: MuJoCo Relocation to MLPro-Int-MuJoCo by @steveyuwono in #968

Documentation

• RTD 2.0.0 by @detlefarend in #951
• RTD 2.0.0 by @steveyuwono in #1027
• RTD 2.0.0 by @detlefarend in #1038
• RTD 2.0.0 #708 by @detlefarend in #1039

Full Changelog: v1.4.4...v1.9.0

MLPro-OA: Preparation and design updates(4)

What's Changed

MLPro-OA - Online Adaptivity

• Bug: Boundary Detector - Event-based Adaptation triggered by a Window… by @detlefarend in #975

Full Changelog: v1.4.3...v1.4.4

MLPro-OA: Preparation and design updates(3)

What's Changed

MLPro-OA - Online Adaptivity

• OA: Design updates on Anomaly Detection by @syamrajsatheesh in #965

Full Changelog: v1.4.2...v1.4.3

MLPro-OA: Preparation and design updates(2)

What's Changed

MLPro-OA - Online Adaptivity

• OA: Cluster-based Anomaly Detection by @detlefarend in #952
• OA: Templates for Cluster Analyzers #589 by @detlefarend in #962

Full Changelog: v1.4.1...v1.4.2

MLPro-OA: Preparation and design updates

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.

What's Changed

MLPro-SL - Supervised Learning

• SL: Initial Design by @laxmikantbaheti in #772

MLPro-OA - Online Adaptivity

• OA: Cluster Analysis by @detlefarend in #953
• OA: General systematics for cluster properties #944 by @detlefarend in #957
• OA: Maintenance of Howtos for OA-Streams by @detlefarend in #960
• OA: Templates for Cluster Analyzers #589 by @detlefarend in #958

MLPro-BF - Basic Functions

• BF-Model: Hyperparameter Updates through Event Handling by @laxmikantbaheti in #787
• Refact: Parameter p_outlier_frequency of Class StreamMLProPOutliers s… by @detlefarend in #949
• BF: General systematics for properties (and their derivatives) #943 by @detlefarend in #950
• Refact: Class bf.math.geometry.Point - Replace parent bf.math.Element… by @detlefarend in #955
• Refact: Class bf.math.geometry.Point - Replace parent bf.math.Element(2) by @detlefarend in #956

Full Changelog: v1.4.0...v1.4.1

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