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The Topology ToolKit (TTK)

https://topology-tool-kit.github.io/

This repository contains the material for the TTK Online Example Database.

It is licensed under the Creative Commons Attribution 4.0 International License.

This repository has multiple purposes:

  • Each entry is automatically tested by our continuous integration. At the moment, only code features which are used in ttk-data's state files are automatically tested upon code pull requests.
  • Each entry is described in detail in the TTK Online Example Database, for novice users who want to get started with TTK and Python. Specifically, each entry contains a description of the use-case, a specification of the input/output, a screenshot, a ParaView state file, a Python script and links to the developer documentation.

To contribute, please check out our CONTRIBUTING.md.

Data specs

{ "name": "67P-Churyumov-Gerasimenko.vtp", "description": "3D model of Comet 67P/Churyumov–Gerasimenko, as captured by the Rosetta mission", "acknowledgement": "European Space Agency", "url": "https://commons.wikimedia.org/wiki/File:Comet_67P-Churyumov-Gerasimenko.stl" }

{ "name": "at.vti", "description": "Quantum chemistry dataset. Simulation of the electronic density in the Adenine-Thymine molecular complex", "acknowledgement": "Roberto Alvarez Boto", "url": "" }

{ "name": "bivariateToy.vtu", "description": "Simple bivariate example using X and Y coordinates", "acknowledgement": "Julien Tierny", "url": "https://github.com/topology-tool-kit/ttk-data" }

{ "name": "BuiltinExample1.vti", "description": "2D von Karman vortex street", "acknowledgement": "Gerris", "url": "http://gfs.sourceforge.net/examples/examples/cylinder.html" }

{ "name": "BuiltinExample2.vti", "description": "Electron density and reduced gradient, Ethane-Diol molecule", "acknowledgement": "Roberto Alvarez Boto", "url": "https://github.com/topology-tool-kit/ttk-data" }

{ "name": "BuiltinExample3.vti", "description": "Uncertain 2D von Karman vortex street", "acknowledgement": "Gerris", "url": "http://gfs.sourceforge.net/examples/examples/cylinder.html" }

{ "name": "casting.vtu", "description": "2d triangulation of the surface of a mechanical piece", "acknowledgement": "AIM@Shape", "url": "http://visionair.ge.imati.cnr.it/ontologies/shapes/view.jsp?id=16-Casting" }

{ "name": "cells.vti", "description": "Microscope of cell nuclei (Allium Cepa)", "acknowledgement": "S. Shanti", "url": "https://doi.org/doi:10.7295/W9CIL43552" }

{ "name": "changes.vti", "description": "Vector Field of changing amount of curl", "acknowledgement": "T. Finken, J.A. Levine", "url": "https://arxiv.org/abs/2408.04769" }

{ "name": "clustering0.csv", "description": "Two dimensional point cloud, clustering toy example", "acknowledgement": "scikit-learn", "url": "http://scikit-learn.org/stable/auto_examples/cluster/plot_cluster_comparison.html" }

{ "name": "clustering1.csv", "description": "Two dimensional point cloud, clustering toy example", "acknowledgement": "scikit-learn", "url": "http://scikit-learn.org/stable/auto_examples/cluster/plot_cluster_comparison.html" }

{ "name": "clustering2.csv", "description": "Two dimensional point cloud, clustering toy example", "acknowledgement": "scikit-learn", "url": "http://scikit-learn.org/stable/auto_examples/cluster/plot_cluster_comparison.html" }

{ "name": "clustering3.csv", "description": "Two dimensional point cloud, clustering toy example", "acknowledgement": "scikit-learn", "url": "http://scikit-learn.org/stable/auto_examples/cluster/plot_cluster_comparison.html" }

{ "name": "clustering4.csv", "description": "Two dimensional point cloud, clustering toy example", "acknowledgement": "scikit-learn", "url": "http://scikit-learn.org/stable/auto_examples/cluster/plot_cluster_comparison.html" }

{ "name": "coil20.csv", "description": "The COIL-20 dataset in a csv file (1440 points, 1024 dimensions).", "acknowledgement": "S.A. Nene, S.K. Nayar, and H. Murase", "url": "https://cave.cs.columbia.edu/repository/COIL-20" }

{ "name": "ctBones.vti", "description": "Rotational C-arm x-ray scan of a human foot", "acknowledgement": "Philips Research, Hamburg, Germany", "url": "http://cdn.klacansky.com/open-scivis-datasets/" }

{ "name": "dragon.vtu", "description": "Scanned dragon model", "acknowledgement": "AIM@SHAPE", "url": "http://visionair.ge.imati.cnr.it/ontologies/shapes/" }

{ "name": "ds14_scivis_0128_e4_dt04_1.0000.vtp", "description": "Point cloud dataset, one timestep of a simulation of density of dark matter in the universe", "acknowledgement": "IEEE SciVis Contest 2015", "url": "http://sciviscontest.ieeevis.org/2015/" }

{ "name": "fertility.vtu", "description": "2d triangulation of the fertility dataset. Scanning and reconstruction.", "acknowledgement": "AIM@Shape", "url": "http://visionair.ge.imati.cnr.it/ontologies/shapes/view.jsp?id=670-fertility_-_watertight" }

{ "name": "GroundWater.cdb", "description": "The dataset contains a limestone ground sample from south Florida, and streamlines that represent the flow of water through the cavities.", "acknowledgement": "Data courtesy of Sadé Garcia, Michael Sukop, Florida International University; Kevin Cunningham, United States Geological Survey.", "url": "https://www.researchgate.net/figure/a-d-Limestone-samples-and-macropore-types-for-which-high-resolution-X-ray-CT-scans-were_fig4_258816440" }

{ "name": "HAPPI_historicalAtmosTasEnsmean.vti", "description": "Atmoshperic data (ensemble mean)", "acknowledgement": "The HAPPI project", "url": "http://www.happimip.org/" }

{ "name": "household_part1_ID_daily.csv", "description": "Dataset adapted from daily measurements of electric power consumption in one household with a one-minute sampling rate over a period of 2 years. Different electrical quantities and some sub-metering values are available.", "acknowledgement": "Georges Hebrail Alice Berard", "url": "https://archive-beta.ics.uci.edu/ml/datasets/individual+household+electric+power+consumption" }

{ "name": "hypersphere5D.csv", "description": "Points sampled next to a 4-sphere (10000 points, 5 dimensions).", "acknowledgement": "Mattéo Clémot", "url": "https://github.com/topology-tool-kit/ttk-data" }

{ "name": "isabel.vti", "description": "Volume ensemble of 12 members, showing key time steps (formation, drift and landfall) in the simulation of the Isabel hurricane (wind velocity magnitude)", "acknowledgement": "Weather Research and Forecast (WRF) model, courtesy of NCAR and the U.S. National Science Foundation (NSF).", "url": "https://www.earthsystemgrid.org/dataset/isabeldata.html" }

{ "name": "K4.csv", "description": "Points sampled next to a tetrahedron (300 points, 3 dimensions).", "acknowledgement": "Mattéo Clémot", "url": "https://github.com/topology-tool-kit/ttk-data" }

{ "name": "karhunenLoveDigits64Dimensions.csv", "description": "High-dimensional point cloud (2000 points, 64 dimensions) given by the Karhunen-Love coefficients of scanned images of hand-written digits (10 classes of 200 samples).", "acknowledgement": "Robert P.W. Duin", "url": "http://archive.ics.uci.edu/ml/datasets/multiple+features" }

{ "name": "khi.cdb/", "description": "Ensemble of periodic, 2D hydrodynamic turbulent flows (Kelvin Helmoltz Instabilities, 32 members, 2 ground-truth classes).", "acknowledgement": "Florent Nauleau", "url": "https://arxiv.org/abs/2207.14080", }

{ "name": "manifoldCheck0.vtu", "description": "Toy example for 0-dimensional manifold check", "acknowledgement": "Julien Tierny", "url": "https://github.com/topology-tool-kit/ttk-data" }

{ "name": "manifoldCheck1.vtu", "description": "Toy example for 1-dimensional manifold check", "acknowledgement": "Julien Tierny", "url": "https://github.com/topology-tool-kit/ttk-data" }

{ "name": "manifoldCheck2.vtu", "description": "Toy example for 2-dimensional manifold check", "acknowledgement": "Julien Tierny", "url": "https://github.com/topology-tool-kit/ttk-data" }

{ "name": "mechanical.vtu", "description": "Magnitudes of flow velocity and vorticity in a mechanical piece", "acknowledgement": "Robert Geist and Joshua A. Levine", "url": "https://github.com/topology-tool-kit/ttk-data" }

{ "name": "mixingVonKarman.vti", "description": "Orthogonal component of the curl of a time-varying 2D vector field modeling a mixing von Karman vortex street", "acknowledgement": "Thomas Daniel (adapted from Basilisk's examples)", "url": "http://basilisk.fr/src/examples/karman.c" }

{ "name": "naturalImage.png", "description": "Photograph of a building", "acknowledgement": "IPOL LSD demo", "url": "http://demo.ipol.im/demo/gjmr_line_segment_detector/input_select?le-piree.x=79&le-piree.y=37" }

{ "name": "noisyTerrain.vtu", "description": "Surface of a noisy terrain", "acknowledgement": "Julien Tierny", "url": "https://github.com/topology-tool-kit/ttk-data" }

{ "name": "oceanVortices.vtu", "description": "Sea surface height", "acknowledgement": "Lionel Guez", "url": "http://www.lmd.jussieu.fr/~lguez/index.html" }

{ "name": "pegasus.vtu", "description": "Scanned pegasus statue", "acknowledgement": "AIM@SHAPE", "url": "http://visionair.ge.imati.cnr.it/ontologies/shapes/" }

{ "name": "periodicPicture.cdb", "description": "Cinema database containing 100 greyscale pictures with resolution 32x32, of a synthetic terrain, with 100 viewpoints arranged along a circle. Generated using ParaView", "acknowledgement": "Jules Vidal", "url": "https://github.com/topology-tool-kit/ttk-data" }

{ "name": "pointCloud.csv", "description": "Three dimensional point cloud, manifold learning example", "acknowledgement": "scikit-learn", "url": "http://scikit-learn.org/stable/auto_examples/manifold/plot_compare_methods.html" }

{ "name": "rockerArm.vtu", "description": "Scanned rocker arm", "acknowledgement": "AIM@SHAPE", "url": "http://visionair.ge.imati.cnr.it/ontologies/shapes/" }

{ "name": "seaLandMask.vtr", "description": "Binary mask for atmoshperic data (ensemble mean)", "acknowledgement": "The HAPPI project", "url": "http://www.happimip.org/" }

{ "name": "skull.vtu", "description": "3d triangulation of the shape of a skull", "acknowledgement": "", "url": "" }

{ "name": "tectonicPuzzle.vtu", "description": "Tectonic plate viscosity", "acknowledgement": "Nicolas Coltice", "url": "http://univ-lyon1.academia.edu/NicolasColtice" }

{ "name": "timeTracking.vti", "description": "Time-varying 2D von Karman vortex street", "acknowledgement": "Gerris", "url": "http://gfs.sourceforge.net/examples/examples/cylinder.html" }

{ "name": "tribute.png", "description": "Microscoy of cell sheet morphogenesis (tribute to Edelsbrunner & Harer's book, page 217)", "acknowledgement": "Daniel P. Kiehart, Catherine G. Galbraith, Kevin A. Edwards, Wayne L. Rickoll, Ruth A. Montague ", "url": "http://jcb.rupress.org/content/149/2/471", }

{ "name": "twistedEllipse.csv", "description": "An ellipse which is twisted along its long axis (100 points, 3 dimensions).", "acknowledgement": "Mattéo Clémot", "url": "https://github.com/topology-tool-kit/ttk-data" }

{ "name": "uncertainStartingVortex.vti", "description": "Starting vortex behind an airplane wing (2D, uncertain data)", "acknowledgement": "Gerris", "url": "http://gerris.dalembert.upmc.fr/gerris/examples/examples/starting.html" }

{ "name": "viscousFingering.vti", "description": "Density of salt in water during viscous fingering", "acknowledgement": "Berk Geveci and Christoph Garth", "url": "http://www.uni-kl.de/sciviscontest/" }

{ "name": "ViscousFingers.cdb", "description": "Two simulation runs of the viscous finger dataset form the 2016 scientific visualization contest. The data has been processed based on the paper 'Nested Tracking Graphs' by Lukasczyk et al.", "acknowledgement": "Berk Geveci, Christoph Garth, Garrett Aldrich, and Jonas Lukasczyk", "url": "https://jluk.de/resources/papers/NestedTrackingGraphs2017.pdf" }

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