The Vietoris-Rips complex is a type of simplicial complex constructed from a set of points in a metric space by considering the distances between them. It helps to capture the topological features of the data by forming simplices whenever a set of points is close enough to each other, determined by a given threshold. This structure is particularly useful in topological data analysis for understanding the shape and connectivity of data in high-dimensional spaces.
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