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Data · dataset · 2025

Replication data for: Voronoi Cell Interface-Based Parameter Sensitivity Analysis for Labeled Samples

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Description

This dataset contains the data and code for the publication: Voronoi Cell Interface-Based Parameter Sensitivity Analysis for Labeled Samples. Code Repository A dynamic version of the code repository can be found at github.com/rbnbr/VoroParaSense. The version presented in this dataset corresponds to the version used in the corresponding paper (referenced as v1.0.0) and does not contain post-publication changes to the repository.

Figures Some of the figures contained in the Jupyter Notebooks were used to generate the CC BY 4.0 licensed figures in doi.org/10.1111/cgf.70122. The figures here are the raw .png figures. The published figures are mostly vector graphics and were slightly modified compared to the figures rendered in the Jupyter notebooks.

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Author: Ruben Bauer Source: doi.org/10.1111/cgf.70122 License: CC BY 4.0 The figures of the main paper are: examples\notebooks\plot_examples\two_d_clipping_and_distribution.ipynb used to generate Figure 2 examples\notebooks\plot_examples\three_dimensional_case.ipynb used to generate Figure 3 examples\notebooks\plot_examples\two_d_clipping_and_distribution.ipynb used to generate Figure 4 examples\notebooks\plot_examples\two_d_major_transition_directions.ipynb used to generate Figure 5 examples\notebooks\single_dataset_convenience_plots\iris_conv_plot.ipynb used to generate Figure 6, 7, 8, 9, 10, 12 examples\notebooks\plot_examples\space_dividing_line.ipynb used to generate Figure 11 examples\notebooks\single_dataset_convenience_plots\semiconductor_conv_plot.ipynb used to generate Figure 14 examples\notebooks\single_dataset_convenience_plots\droplet_impact_conv_plot.ipynb used to generate Figure 15, 16 For the supplemental material: examples\notebooks\plot_examples\normal_vectors_angle_vis.ipynb used to generate Figure 1 examples\notebooks\plot_examples\plane_plane_distance.ipynb used to generate Figure 2 examples\notebooks\plot_examples\runtime_experiments_2.ipynb used to generate Figure 3, 4 examples\notebooks\plot_examples\bandwidth_experiments.ipynb used to generate Figure 5 - 15 Install Tested with Python 3.12.3.

Setup virtual environment with Python: python -m venv .venv Activate the environment, then install the requirements via: pip install -r requirements.txt Run python ./main.py to run the main example.

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Catalogue records · 1

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Provenance · 1 source records, 7 field assertions
SourceKeyLast seenRaw
DaRUSdoi:10.18419/DARUS-493011 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].dataverse_subject:computer-and-information-sciencesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/subjects
created_datesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0
descriptionsource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/description
publication_datesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0
titlesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/name
updated_datesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0
version_labelsource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0