TDA: Statistical Tools for Topological Data Analysis
Tools for Topological Data Analysis. The package focuses on statistical analysis of persistent homology and density clustering. For that, this package provides an R interface for the efficient algorithms of the C++ libraries 'GUDHI' <https://project.inria.fr/gudhi/software/>, 'Dionysus' <https://www.mrzv.org/software/dionysus/>, and 'PHAT' <https://bitbucket.org/phat-code/phat/>. This package also implements methods from Fasy et al. (2014) <doi:10.1214/14-AOS1252> and Chazal et al. (2015) <doi:10.20382/jocg.v6i2a8> for analyzing the statistical significance of persistent homology features.
| Version: | 1.9.4 |
| Depends: | R (≥ 3.1.0) |
| Imports: | FNN,Rcpp (≥ 0.11.0),igraph, parallel,scales |
| LinkingTo: | BH (≥ 1.87.0-1),Rcpp,RcppEigen |
| Suggests: | testthat,lintr |
| Published: | 2025-02-02 |
| DOI: | 10.32614/CRAN.package.TDA |
| Author: | Brittany T. Fasy [aut], Jisu Kim [aut, cre], Fabrizio Lecci [aut], Clement Maria [aut], David L. Millman [aut], Vincent Rouvreau. [aut] |
| Maintainer: | Jisu Kim <jkim82133 at snu.ac.kr> |
| License: | GPL-3 |
| Copyright: | See inst/COPYRIGHTS
TDA copyright details |
| NeedsCompilation: | yes |
| SystemRequirements: | gmp, GNU make |
| Materials: | README,NEWS |
| CRAN checks: | TDA results |
Documentation:
Downloads:
Reverse dependencies:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=TDAto link to this page.