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