Tutorials

Here is a set of tutorial notebooks that aim to explain how to use each one of the mitigation methods offered in the dataprocessing module.

Encoding Examples

Data Scaling

BasicImputer Example

IterativeDataImputer Example

KNNDataImputer Example

SeqFeatSelection Example

CatBoostSelection Example

Checking Correlations Between Variables - A Comprehensive Guide

Rebalance Class (imblearn)

Synthesizer Class (SDV)