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** PLEASE NOTE ** This milestone might be subject to changes / modifications. Goals for these milestones are: - Finish documentation for DS core - Complete UQ package
Due by September 30, 2025** PLEASE NOTE ** This milestone might be subject to changes / modifications. After successfully completing the first two milestones and establishing the core in recent DS analyses, the goals of this milestone are: - Incorporate all tools, methods and architectures that are currently available in the DS department, e.g. Loss Landscape analysis, GP layers, Siamese architecture, ... - Implement capability for book-keeping, i.e. mlflow or any other suited tool - Write core documentation - Start implementing (existing or new) tools for UQ, e.g. ensemble analysis, MC dropout, etc..
Overdue by 1 month(s)•Due by June 30, 2025** PLEASE NOTE ** This milestone might be subject to changes / modifications. After successful completion of the previous milestone, the core repository will provide an example workflow. In a next step, we plan to integrate the following components of the EVMS workflow into the core: - Data Parsers - Data Preps - Models - Trainers For **each** module, we are going to follow the procedure: - Issue - Branch - Software - unit-test - pull request
Overdue by 4 month(s)•Due by March 31, 2025•2/7 issues closed