BUG: Move cross validation function from innereye-dl to himl #262
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maxilse
changed the title
ant0nsc
approved these changes
Mar 24, 2022
| @@ -275,7 +276,7 @@ def from_groups(df: pd.DataFrame, | |||
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| @staticmethod | |||
| def get_df_from_ids(df: pd.DataFrame, ids: Sequence[str], | |||
| subject_column: str = "") -> pd.DataFrame: | |||
| subject_column: Optional[str] = "") -> pd.DataFrame: | |||
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For the rest of the codebase, we use "" to indicate missing. None and "" both evaluate to False, so you can write 'if not mystring:...'
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Moved the necessary code for cross validation from innereye-dl to himl.
Have two runs here that work fine:
CRCk: https://ml.azure.com/experiments/id/16a5dbdd-67ef-4801-9799-130ebd08a5a9/runs/HD_d76ef6cd-0403-4923-b8fa-dfd2827c5d74?wsid=/subscriptions/db9fc1d1-b44e-45a8-902d-8c766c255568/resourceGroups/innereyerg/providers/Microsoft.MachineLearningServices/workspaces/innereye4ws&tid=72f988bf-86f1-41af-91ab-2d7cd011db47
PANDA: https://ml.azure.com/experiments/id/9a7412d2-f9ec-4a65-baa3-15e7995ad867/runs/HD_b5594f0e-c190-4357-b623-6b19121de1dc?wsid=/subscriptions/db9fc1d1-b44e-45a8-902d-8c766c255568/resourceGroups/innereyerg/providers/Microsoft.MachineLearningServices/workspaces/innereye4ws&tid=72f988bf-86f1-41af-91ab-2d7cd011db47