Mathematical Principles of Topological and Geometric Data Analysis

This book explores and demonstrates how geometric tools can be used in data analysis. Beginning with a systematic exposition of the mathematical prerequisites, covering topics ranging from category theory to algebraic topology, Riemannian geometry, operator theory and network analysis, it goes on to...

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Bibliographic Details
Main Author: Joharinad, Parvaneh
Other Authors: Jost, Jürgen
Format: Electronic Book
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2023
Edition:1st ed. 2023
Series:Mathematics of Data, 2
Subjects:

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