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CRAN: Package TDAkit

TDAkit: Toolkit for Topological Data Analysis

Topological data analysis studies structure and shape of the data using topological features. We provide a variety of algorithms to learn with persistent homology of the data based on functional summaries for clustering, hypothesis testing, visualization, and others. We refer to Wasserman (2018) <doi:10.1146/annurev-statistics-031017-100045> for a statistical perspective on the topic.

Version: 0.1.2 Imports: Rcpp, Rdpack, TDAstats, T4cluster, energy, ggplot2, maotai, stats, utils LinkingTo: Rcpp, RcppArmadillo Published: 2021-08-23 DOI: 10.32614/CRAN.package.TDAkit Author: Kisung You [aut, cre], Byeongsu Yu [aut] Maintainer: Kisung You <kisungyou at outlook.com> License: MIT + file LICENSE NeedsCompilation: yes Materials: NEWS CRAN checks: TDAkit results Documentation: Downloads: Linking:

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