Automated Feature Engineering for Credit Scoring
Aggregate Numeric Data by Periods
Aggregate PSD2 Keyword Features at the Application Level with Time Win...
Convert a Cyclical Variable to Cosine Representation
Convert a Cyclical Variable to Sine Representation
Extract Basic Description Features
Extract Email Features for Credit Scoring
Extract IP Address Features
Extract Keyword Features from Text Descriptions
Extract Timestamp Features
Automated feature engineering functions tailored for credit scoring. It includes utilities for extracting structured features from timestamps, IP addresses, and email addresses, enabling enhanced predictive modeling for financial risk assessment.