A graphical notation adapted from Penrose tensor notation can provide a global view of interpretable AI architectures and map directly to PyTorch einsum code

This graphical notation gives a global view of an architecture and maps one to one onto PyTorch einsum code.

http://arxiv.org/abs/2608.18936v2