Discrete Approximate Circle Bundles
This paper introduces discrete approximate circle bundles as a data science analog to topological circle bundles, providing stable identification methods, cohomology invariants, and computational algorithms for coordinatization and dimensionality reduction, which are demonstrated through applications in computer vision and supported by an open-source software package.