tdaunif: Uniform Manifold Samplers for Topological Data Analysis

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>.

Getting started

Package details

AuthorJason Cory Brunson [aut, cre], Brandon Demkowicz [aut], Sanmati Choudhary [aut]
MaintainerJason Cory Brunson <cornelioid@gmail.com>
LicenseGPL-3
Version0.1.0
URL https://corybrunson.github.io/tdaunif/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("tdaunif")

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tdaunif documentation built on Oct. 26, 2020, 5:08 p.m.