brails.imputers.imputation module
- class brails.imputers.imputation.Imputation
Bases:
ABC
Abstract base class representing a class that uses data imputation to fill in missing data
- Methods:
imputate(inventory): An abstract method to fill in the missing features in an AssetInvetory
- abstract impute(input_inventory)
Imputate an Asset Inventory
- Parameters:
input_inventory (AssetInventory) – the inventory
- Returns:
a new asset inventory with missing data imputed
- Return type: