tdaunif: Uniform Manifold Samplers for Topological Data Analysis (original) (raw)
Uniform random samples from simple manifolds, sometimes with noise, are commonly used to test topological data analytic (TDA) tools. This package includes samplers powered by two techniques: analytic volume-preserving parameterizations, as employed by Arvo (1995) <doi:10.1145/218380.218500>, and rejection sampling, as employed by Diaconis, Holmes, and Shahshahani (2013) <doi:10.1214/12-IMSCOLL1006>.
Version: | 0.2.0 |
---|---|
Depends: | R (≥ 3.3.0) |
Suggests: | knitr, rmarkdown, testthat, vdiffr (≥ 0.2) |
Published: | 2024-06-17 |
DOI: | 10.32614/CRAN.package.tdaunif |
Author: | Jason Cory Brunson [aut, cre], Brandon Demkowicz [aut], Sanmati Choudhary [aut], Barry W. Brunson [ctb] |
Maintainer: | Jason Cory Brunson |
BugReports: | https://github.com/tdaverse/tdaunif/issues |
License: | GPL-3 |
URL: | https://tdaverse.github.io/tdaunif/ |
NeedsCompilation: | no |
Materials: | README, NEWS |
CRAN checks: | tdaunif results |
Documentation:
Downloads:
Reverse dependencies:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=tdaunifto link to this page.