An interesting connection between combinatorial optimization and differential geometry. And some Pytorch too, because when all you have is a hammer..

I built most of this one year ago, but only now managed to write it up. I enjoyed the change of pace of a pure speculative experiment (with some deep connections to a bunch of interesting theory and applications), and I hope you will enjoy reading about it too.