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: AssetInventory) → AssetInventory

Imputate an Asset Inventory

Args:

input_inventory (AssetInventory): the inventory

Returns:

AssetInventory: a new asset inventory with missing data imputed