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WP 4 task 1 wiki

Short description

Task 1 in WP4 is the framework/containerization module in the On-Demand Extremes Digital Twin (DE_330). Its main objective is to design and build the framework for the postprocessing pipeline of the future DE330 application, including the containerization of the different postprocessing and triggering module.

Link to the sandbox : https://github.com/DEODE-NWP/WP41-sandbox

List of codes with short description:

Framework prototype

• EDF-Prototype : A prototype to put extreme events detection libraries into operation

Containers

• containers-task2-nbh-unc : Apptainer (Singularity) container for https://github.com/DEODE-NWP/WP42-nbh-unc
• containers-task3-Surge-ThreshPB : Apptainer (Singularity) container for https://github.com/DEODE-NWP/WP43-Surge-ThreshPB
• containers-task2-BQN : Apptainer (Singularity) container for https://github.com/DEODE-NWP/WP42-BQN

Templates for containers

• containers-task1-tensorflow-template : Apptainer (Singularity) container template for TensorFlow application
• containers-task1-pytorch-template : Apptainer (Singularity) container template for PyTorch application

Tutorials

• tutorial-git-DEM330 : Slides and resources for the WP4 Git crash course

Data

• KNMI-alerts-dataset : Code related to the KNMI alerts dataset creation

Miscellaneous

• EDF-Display : Notebooks to display the output of the EDF-Prototype