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Rewrite notebooks#59

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zmek merged 4 commits intomainfrom
rewrite-notebooks
Mar 31, 2025
Merged

Rewrite notebooks#59
zmek merged 4 commits intomainfrom
rewrite-notebooks

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@zmek zmek commented Mar 31, 2025

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zmek added 4 commits March 27, 2025 12:10
- add patient_id to fake data creation
- replace hard-coding of mrn with patient_id column
- change assign_mrns() to assign_patient_ids()
- in assign_patient_ids() add date_col and handle column type
- make visit_col optional when getting snapshots at prediction time- make visit_col and single_snapshot_per_visit optional in train_classifier()
- change viz files to make media_file_path optional
- remove training_validation_test from synthetic data
- use training, validation and test set dates for all temporal splits
- show patient snapshot evaluation
@zmek zmek merged commit b13af39 into main Mar 31, 2025
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