Static Analysis of Python Programs using Abstract Interpretation: An Application to Tensor Shape Analysis

Tensors, an extension of arrays, are widely used in a variety of programming tasks. Tensors are the building blocks of many modern machine learning frameworks and are fundamental in the definition of deep learning models. Linters are indispensable tools for today's developers, as they help the...