Open Closed State-sum Network - My Implementation of 2D TQFT State Sum in PyTorch (Proof of Concept)

Hello everyone! In this post I’d like to present my research report. I worked on this alone, learning almost everything from scratch Github: GitHub - kaifczxc-lab/OCSSN: OCSSN: Open-Closed State-Sum Network (TQFT-inspired architecture) | The project is a response to the hypothesis: is it possible to create a neural network architecture based on 2D TQFT state-sum? · GitHub The main idea: can a static mathematical TQFT be used as the foundation for a dynamically learning neural network architect...