https://mlpro.readthedocs.io 2025-07-13T08:32:00.113526+00:00 ABlog https://mlpro.readthedocs.io/news/2025-07-09-release-202.html 2025-07-09T00:00:00+00:00 MLPro team <section id="mlpro-2-0-2-released"> <p>Version 2.0.2 of MLPro has been released. While this update is formally classified as a bugfix release, it includes significant architectural revisions aimed at improving the consistency and robustness of scaling and normalization processes across both online and batch learning workflows.</p> <section id="key-changes-in-version-2-0-2"> <h2>Key changes in version 2.0.2:</h2> <p><strong>MLPro-OA-Streams:</strong></p> <ul class="simple"> <li><p>Comprehensive redesign and integration of the scaler and normalizer system to ensure a unified handling of data preprocessing in all scenarios.</p></li> <li><p>Performance optimizations targeting the real-time visualization of streaming data scenarios.</p></li> <li><p>Ready-to-run stream tasks for <strong>auto-renormalization</strong> in stream workflows, based on z-transformation or min-max</p></li> </ul> <p>This release focuses on consolidating core functionality and improving the foundation for future developments. By resolving architectural inconsistencies and enhancing performance, version 2.0.2 provides a more stable and predictable base for upcoming features.</p> <p>For a detailed list of changes, please refer to the <a class="reference external" href="https://github.com/fhswf/MLPro/releases/tag/v2.0.2">changelog on GitHub</a>.</p> <p>We thank all contributors and users for their valuable feedback.</p> </section> </section>

Version 2.0.2 of MLPro has been released. While this update is formally classified as a bugfix release, it includes significant architectural revisions aimed at improving the consistency and robustness of scaling and normalization processes across both online and batch learning workflows.

2025-07-09T00:00:00+00:00