Data Manager Unification#41

Merged

SomeoneInParticular merged 13 commits into

kjo/data_unification

May 13, 2025

Commits on May 13, 2025

Fixed missing categorical feature not being OneHotEncoded
kalum.ost
committed
Moved data property to be something universal to the BaseDataManager
kalum.ost
committed
Moved the majority of functions from the MultiFeatureMixin to the BaseDataManager class.
kalum.ost
committed
Removed reference to MultiFeatureMixin in "encoder" hooks
kalum.ost
committed
Removed reference to MultiFeatureMixin in "feature_selection" hooks
kalum.ost
committed
Removed reference to MultiFeatureMixin in "imputation" hooks
kalum.ost
committed
Removed reference to MultiFeatureMixin in "misc" hooks
kalum.ost
committed
Removed reference to MultiFeatureMixin in "standardization" hooks
kalum.ost
committed
Removed reference to MultiFeatureMixin in the StudyManager
kalum.ost
committed
Permutation-based Feature Importance can be run on a single feature now (to avoid crashing in the case where a single feature is chosen by upstream methods)
kalum.ost
committed
Removed final reference to vestigial `MultiFeatureMixin`
kalum.ost
committed
Updated error messages for the "only 1 feature" edge case to be more informative.
kalum.ost
committed
Added "importance_by_permutation" to the example configuration for ease of reference (and testing)
kalum.ost
committed