Scalers¶
This sub-module of the dataprocessing package collects all scaler transformers implemented here. Scalers are responsible scaling numeric features in order to make these features comparable and have similar value ranges. There are different scaling approaches that can be applied, each with their own advantages. All the scaling methods from the dataprocessing package are based on the abstract class presented below, called DataScaler.
The following is a list of all scalers implemented in this module. All of the classes below inherit from the DataScaler class, and thus, have access to all of the methods previously shown.
Child Classes
Class Diagram