SOAR

An end-to-end pipeline for migrating between data science APIs. SOAR uses NLP, program Sketching, and program mutation to guide a synthesizer to migrate deep learning programs.

Project Details

Authors: Ansong Ni, Daniel Ramos, Aidan Yang, Ines Lynce, Vasco Manquinho, Ruben Martins, Claire Le Goues

Website: https://ieeexplore.ieee.org/abstract/document/9402016