tdaunif (Q133564)
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Uniform Manifold Samplers for Topological Data Analysis
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | tdaunif |
Uniform Manifold Samplers for Topological Data Analysis |
Statements
10 September 2023
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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>.
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