Recommender functions

Function Name	Description
Steps recommender	Recommends the steps to be performed for the given dataset
Model recommender	Recommends the best models to be applied to the given dataset
Feature Recommender	Recommends the best features in the given dataset
Chart Recommender	Recommends the suitable charts for the given dataset
Generate scaling recommendations	Generates scaling recommendations for the columns of the given dataset
Frequency Recommender - Repeated patterns	Identify and present with the most common values within the dataset
Outlier handling recommendation	Recommends the best outlier handling method for the given data
Data encoding recommendation	This function recommends the best data encoding method to be applied to the given dataset
Class imbalance handing recommendation	This function recommends the best method to handle class imbalance in the given dataset
Smoothing operations recommendation	This function recommends the best smoothing method to the given dataset