Siwei Cui

PYInfer: Deep Learning Semantic Type Inference for Python Variables

2021 · arXiv (Cornell University)

Python type inference is challenging in practice. Due to its dynamic properties and extensive dependencies on third-party libraries without type annotations, the performance of traditional static analysis techniques is limited. Although semantics in source code …