Featuretools

Featuretools is an open-source Python library for automated feature engineering. It excels at transforming temporal and relational datasets into feature matrices suitable for machine learning. The library, currently at version 1.31.0, is actively maintained by Alteryx and follows a frequent release cadence, often introducing new features and improvements.