sql4ml A declarative end-to-end workflow for machine learning

Nantia Makrynioti, Ruy Ley-Wild, Vasilis Vassalos

We present sql4ml, a system for expressing supervised machine learning (ML) models in SQL and automatically training them in TensorFlow. The primary motivation for this work stems…