TorchQL: A Programming Framework for Integrity Constraints in Machine Learning

Aaditya Naik, Adam Stein, Yinjun Wu +2

Finding errors in machine learning applications requires a thorough exploration of their behavior over data. Existing approaches used by practitioners are often ad-hoc and lack the…