Package: TDAkit 0.1.3

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.

Authors:Kisung You [aut, cre], Byeongsu Yu [aut]

TDAkit_0.1.3.tar.gz
TDAkit_0.1.3.zip(r-4.7)TDAkit_0.1.3.zip(r-4.6)TDAkit_0.1.3.zip(r-4.5)
TDAkit_0.1.3.tgz(r-4.6-x86_64)TDAkit_0.1.3.tgz(r-4.6-arm64)TDAkit_0.1.3.tgz(r-4.5-x86_64)TDAkit_0.1.3.tgz(r-4.5-arm64)
TDAkit_0.1.3.tar.gz(r-4.7-arm64)TDAkit_0.1.3.tar.gz(r-4.7-x86_64)TDAkit_0.1.3.tar.gz(r-4.6-arm64)TDAkit_0.1.3.tar.gz(r-4.6-x86_64)
TDAkit_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
TDAkit/json (API)
NEWS

# Install 'TDAkit' in R:
install.packages('TDAkit', repos = c('https://kisungyou.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/kisungyou/tdakit/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

On CRAN:

Conda:

openblascppopenmp

2.95 score 3 stars 1 packages 5 scripts 281 downloads 18 exports 82 dependencies

Last updated from:fa90921099. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK189
linux-devel-x86_64OK179
source / vignettesOK232
linux-release-arm64OK187
linux-release-x86_64OK194
macos-release-arm64OK136
macos-release-x86_64OK234
macos-oldrel-arm64OK100
macos-oldrel-x86_64OK232
windows-develOK172
windows-releaseOK176
windows-oldrelOK158
wasm-releaseOK148

Exports:diag2landscapediag2silhouettediagRipsfsdistfsdist2fseqdistfshclustfskgroupsfskmedoidsfsmdsfsmeanfsnormfssc05Zfssumfstsnegen2circlesgen2holesplkernel

Dependencies:ADMMashbackportsbitopsbootcheckmateclarabelcliclustercodetoolscolorspacecpp11CVXRdbscandeSolvedoParallelenergyfarverfastclusterfdafdsFNNforeachgenericsggplot2gluegmpgsignalgslgtablehdrcdehighsisobanditeratorskernlabKernSmoothkslabdsvlabelinglatticelifecyclelocfitlpSolvemaotaiMASSMatrixmclustmclustcompmgcvmulticoolmvtnormnlmeosqppcaPPpracmaR6rainbowRANNrbibutilsRColorBrewerRcppRcppArmadilloRcppDERcppDistRcppEigenRCurlRdimtoolsRdpackrlangRSpectrarstiefelRtsneS7scalesscatterplot3dscsslamT4clusterTDAstatsvctrsviridisLitewithr