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.

Getting started

Package details

AuthorKisung You [aut, cre] (<https://orcid.org/0000-0002-8584-459X>), Byeongsu Yu [aut]
MaintainerKisung You <kisungyou@outlook.com>
LicenseMIT + file LICENSE
Version0.1.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("TDAkit")

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TDAkit documentation built on Aug. 23, 2021, 5:07 p.m.