SimBa: An Efficient Tool for Approximating Rips-filtration Persistence via Simplicial Batch-collapse

Tamal K. Dey, Dayu Shi, Yusu Wang

In topological data analysis, a point cloud data P extracted from a metric space is often analyzed by computing the persistence diagram or barcodes of a sequence of Rips complexes…