An Overview of the Topology ToolKit

This software paper gives an overview of the features supported by the Topology ToolKitTopology ToolKit (TTK), which is an  Open-sourceopen-source library for  Topological data analysistopological data analysis (TDA). TTK implements, in a generic and efficient way, a substantial collection of refere...

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Hauptverfasser: Masood, Talha Bin, Budin, Joseph, Falk, Martin, Favelier, Guillaume, Garth, Christoph, Gueunet, Charles, Guillou, Pierre, Hofmann, Lutz, Hristov, Petar, Kamakshidasan, Adhitya, Kappe, Christopher, Klacansky, Pavol, Laurin, Patrick, Levine, Joshua A., Lukasczyk, Jonas, Sakurai, Daisuke, Soler, Maxime, Steneteg, Peter, Tierny, Julien, Usher, Will, Vidal, Jules, Wozniak, Michal
Format: Buchkapitel
Sprache:eng
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Zusammenfassung:This software paper gives an overview of the features supported by the Topology ToolKitTopology ToolKit (TTK), which is an  Open-sourceopen-source library for  Topological data analysistopological data analysis (TDA). TTK implements, in a generic and efficient way, a substantial collection of reference algorithms in TDA. Since its initial public release in 2017, both its user and developer bases have grown, resulting in a significant increase in the number of supported features. In contrast to the original paper introducing TTK [40] (which detailed the core algorithms and data structures of TTK), the purpose of this Softwaresoftware paper is to describe the list of features currently supported by TTK, ranging from image segmentation tools to advanced topological analysis of high-dimensional data, with concrete usage examples available on the TTK website [42].
ISSN:1612-3786
2197-666X
DOI:10.1007/978-3-030-83500-2_16