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
Contributors
detlefarend, steveyuwono, and 2 other contributors