/ML-To-SQL

Code for the ML-To-SQL framework described in paper (LINK). Allows transforming ML models to a relational representation and performing model inference using plain SQL..

Primary LanguagePython

ML-To-SQL

Repository for the ML-To-SQL framework described in paper (LINK). ML-To-SQL allows the representation and execution of ML models inside a DBMS.

Requirements and Setup

conda is used to manage a virtual Python environment. Just create the conda environment via

conda create --name mldb --file requirements.txt

Examples

Examples for dense and LSTM models can be tried using the respective notebooks.