The Another Report Genereration Engine for Target Explanatation Reloaded in python
Automated Explanatory Data Analysis (EDA) for targets exploration, for both binary and numeric targets. Describes a target by crossing it with any other candidate explanatory variables. Generates aggregated statistics allowing to prioritize inspection, such as Information Value (including an extension of this metric for continuous targets). We also provide plot methods, automated reports based on markdown and a shiny gadget for interactive explorations. Package is aimed at investigating big datasets, both in terms of records and variables through the usage of data.table package.