Featuretools is a python library for automated feature engineering. See the documentation for more information.

Install with pip

pip install featuretools

1. NOT compatible with Python 3.X
2. seems like only applied to relational data, or user could create the entity-relation

Deep feature synthesis: Towards automating data science endeavors, DSAA2015