JaxTyping: Enhancing Type Safety and Catching Silent Bugs in PyTorch, NumPy, and Beyond with Einops

Python libraries like PyTorch, NumPy, and JAX are indispensable for handling multidimensional arrays (tensors). However, these libraries can sometimes lead to subtle, silent bugs, particularly with array broadcasting, that can go unnoticed until they cause significant issues. Enter JaxTyping , a library for type annotations and runtime checking of array shapes and data types, which enhances code…