Deep Feature Synthesis (DFS), the core feature generation algorithm behind our Featuretools library, operates on relational data to generate complex, stacked features that are often highly predictive in machine learning models. This relational data is frequently stored as tables in relational database management systems (RDBMS’s) like Postgres and MySQL.