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Conference Papers Year : 2019

Topological Data Analysis Made Easy with the Topology ToolKit, A Sequel

Christoph Garth
Charles Gueunet
Julien Tierny
Jules Vidal

Abstract

This tutorial presents topological methods for the analysis and visualization of scientific data from a user's perspective, with the Topology ToolKit (TTK), a recently released open-source library for topological data analysis. This tutorial aims to provide a beginner's introduction to topological methods for practitioners, researchers, students, and lecturers. The tutorial describes in detail how to achieve these tasks with TTK. First, after an introduction to topological methods and their application in data analysis, a brief overview of TTK's main entry point for end users, namely ParaView, will be presented. Second, an overview of TTK's main features will be given. A running example will be described in detail, showcasing how to access TTK's features via ParaView, Python, VTK/C++, and C++. Third, hands-on sessions will concretely show how to use TTK in ParaView for multiple, representative data analysis tasks. Fourth, the usage of TTK will be presented for developers, in particular by describing several examples of visualization and data analysis projects that were built on top of TTK. We kindly ask potential attendees to optionally pre-register at the following address, in order for us to reach out to them ahead of the tutorial with information updates (for instance, last minute updates, instructions for the download of the tutorial material package, etc.): https://forms.gle/gn7yn3JwzdBN4Mgr7 Tutorial web page (including all material, TTK pre-installs in virtual machines, code, data, demos, video tutorials, slides, etc): https://topology-tool-kit.github.io/ieeeVis2019Tutorial.html
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Dates and versions

hal-02267191 , version 1 (19-08-2019)

Identifiers

  • HAL Id : hal-02267191 , version 1

Cite

Martin Falk, Christoph Garth, Charles Gueunet, Joshua A Levine, Jonas Lukasczyk, et al.. Topological Data Analysis Made Easy with the Topology ToolKit, A Sequel. IEEE VIS Tutorials, Oct 2019, Vancouver, Canada. ⟨hal-02267191⟩
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