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ASPECTS OF TOPOLOGICAL APPROACHES FOR DATA SCIENCE

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We establish a new theory which unifies various aspects of topological approaches for data science, by being applicable both to point cloud data and to graph data, including networks beyond pairwise interactions. We generalize simplicial complexes and hypergra... ...