GSTT-CSC / GSTT-CSC/project-template
PTD - Training Datamodule tests
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- Python
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Description
Model training requires extracting and transforming your data into a format that can be injected into a certain model architecture.
- [ ] Create a test script (not unit tests) to instantiate the training datamodule and read in data
- [ ] configure it for XNAT API extract (Imaging)
- [ ] also configure it for directory based extract
- [ ] anaylse the output of datamodule to present to user
- [ ] outputs a json to present to the user, which can also be used in QMS data label and module
- [ ] include bias identification for ai fairness in the json
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