Package: TDAkit 0.1.2

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_0.1.2.tar.gz
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TDAkit_0.1.2.tgz(r-4.4-x86_64)TDAkit_0.1.2.tgz(r-4.4-arm64)TDAkit_0.1.2.tgz(r-4.3-x86_64)TDAkit_0.1.2.tgz(r-4.3-arm64)
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TDAkit.pdf |TDAkit.html
TDAkit/json (API)
NEWS

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

Peer review:

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:

2.30 score 2 stars 4 scripts 182 downloads 18 exports 111 dependencies

Last updated 3 years agofrom:f7a6a9c4c0. Checks:OK: 1 NOTE: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 02 2024
R-4.5-win-x86_64NOTENov 02 2024
R-4.5-linux-x86_64NOTENov 02 2024
R-4.4-win-x86_64NOTENov 02 2024
R-4.4-mac-x86_64NOTENov 02 2024
R-4.4-mac-aarch64NOTENov 02 2024
R-4.3-win-x86_64NOTENov 02 2024
R-4.3-mac-x86_64NOTENov 02 2024
R-4.3-mac-aarch64NOTENov 02 2024

Exports:diag2landscapediag2silhouettediagRipsfsdistfsdist2fseqdistfshclustfskgroupsfskmedoidsfsmdsfsmeanfsnormfssc05Zfssumfstsnegen2circlesgen2holesplkernel

Dependencies:ADMMashbase64encbitbit64bitopsbootbslibcachemclarabelcliclustercodetoolscolorspaceCVXRdbscandeSolvedigestdoParallelECOSolveRenergyevaluatefansifarverfastclusterfastmapfdafdsFNNfontawesomeforeachfsgenericsggplot2gluegmpgslgtablehdrcdehighrhtmltoolshtmlwidgetsisobanditeratorsjquerylibjsonlitekernlabKernSmoothknitrkslabdsvlabelinglatticelifecyclelocfitlpSolvemagrittrmaotaiMASSMatrixmclustmclustcompmemoisemgcvmimeminpack.lmmulticoolmunsellmvtnormnlmeosqppcaPPpillarpkgconfigpracmaR6rainbowRANNrappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppDERcppDistRcppEigenRCurlRdimtoolsRdpackrglrlangrmarkdownRmpfrRSpectrarstiefelRtsnesassscalesscatterplot3dscsshapesT4clusterTDAstatstibbletinytexutf8vctrsviridisLitewithrxfunyaml