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javaPlex :
javaPlex : A Research Software Package for Persistent (Co) Homology
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Adams, Henry (författare)
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Tausz, Andrew (författare)
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- Vejdemo-Johansson, Mikael, 1980- (författare)
- KTH,Datorseende och robotik, CVAP,Institut Jozef Stefan, Slovenia
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(creator_code:org_t)
- Berlin, Heidelberg : Springer Berlin Heidelberg, 2014
- 2014
- Engelska.
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Serie: Lecture Notes in Computer Science, 1611-3349 ; 8592
- Relaterad länk:
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https://urn.kb.se/re...
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visa fler...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- The computation of persistent homology has proven a fundamental component of the nascent field of topological data analysis and computational topology. We describe a new software package for topological computation, with design focus on needs of the research community. This tool, replacing previous jPlex and Plex, enables researchers to access state of the art algorithms for persistent homology, cohomology, hom complexes, filtered simplicial complexes, filtered cell complexes, witness complex constructions, and many more essential components of computational topology. We describe, herewithin, the design goals we have chosen, as well as the resulting software package, and some of its more novel capabilities.
Ämnesord
- NATURVETENSKAP -- Matematik -- Beräkningsmatematik (hsv//swe)
- NATURAL SCIENCES -- Mathematics -- Computational Mathematics (hsv//eng)
Nyckelord
- computational topology
- persistent homology
- topological data analysiscomputational topology; persistent homology; topological data analysis
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)