Package: TDAkit 0.1.2

Kisung You

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
TDAkit_0.1.2.tar.gz(r-4.5-noble)TDAkit_0.1.2.tar.gz(r-4.4-noble)
TDAkit_0.1.2.tgz(r-4.4-emscripten)TDAkit_0.1.2.tgz(r-4.3-emscripten)
TDAkit.pdf |TDAkit.html
TDAkit/json (API)
NEWS

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

Peer review:

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

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openblascppopenmp

1.00 score 4 scripts 193 downloads 18 exports 110 dependencies

Last updated 3 years agofrom:e39fbbffa8. Checks:OK: 1 NOTE: 1. Indexed: no.

TargetResultDate
Doc / VignettesOKDec 06 2024
R-4.5-linux-x86_64NOTEDec 06 2024

Exports:diag2landscapediag2silhouettediagRipsfsdistfsdist2fseqdistfshclustfskgroupsfskmedoidsfsmdsfsmeanfsnormfssc05Zfssumfstsnegen2circlesgen2holesplkernel

Dependencies:ADMMashbase64encbitbit64bitopsbootbslibcachemcliclustercodetoolscolorspaceCVXRdbscandeSolvedigestdoParallelECOSolveRenergyevaluatefansifarverfastclusterfastmapfdafdsFNNfontawesomeforeachfsgenericsggplot2gluegmpgslgtablehdrcdehighrhtmltoolshtmlwidgetsisobanditeratorsjquerylibjsonlitekernlabKernSmoothknitrkslabdsvlabelinglatticelifecyclelocfitlpSolvemagrittrmaotaiMASSMatrixmclustmclustcompmemoisemgcvmimeminpack.lmmulticoolmunsellmvtnormnlmeosqppcaPPpillarpkgconfigpracmaR6rainbowRANNrappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppDERcppDistRcppEigenRCurlRdimtoolsRdpackrglrlangrmarkdownRmpfrRSpectrarstiefelRtsnesassscalesscatterplot3dscsshapesT4clusterTDAstatstibbletinytexutf8vctrsviridisLitewithrxfunyaml