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:

AssetInventory