Package: spherepc 0.1.7

spherepc: Spherical Principal Curves

Fitting dimension reduction methods to data lying on two-dimensional sphere. This package provides principal geodesic analysis, principal circle, principal curves proposed by Hauberg, and spherical principal curves. Moreover, it offers the method of locally defined principal geodesics which is underway. The detailed procedures are described in Lee, J., Kim, J.-H. and Oh, H.-S. (2021) <doi:10.1109/TPAMI.2020.3025327>. Also see Kim, J.-H., Lee, J. and Oh, H.-S. (2020) <arxiv:2003.02578>.

Authors:Jongmin Lee [aut, cre], Jang-Hyun Kim [ctb], Hee-Seok Oh [aut]

spherepc_0.1.7.tar.gz
spherepc_0.1.7.zip(r-4.7-any)spherepc_0.1.7.zip(r-4.6-any)spherepc_0.1.7.zip(r-4.5-any)
spherepc_0.1.7.tgz(r-4.6-any)spherepc_0.1.7.tgz(r-4.5-any)
spherepc_0.1.7.tar.gz(r-4.7-any)spherepc_0.1.7.tar.gz(r-4.6-any)
spherepc_0.1.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
spherepc/json (API)

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

On CRAN:

Conda:

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

1.00 score 1 stars 5 scripts 266 downloads 21 exports 31 dependencies

Last updated from:71ff6558eb. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK142
source / vignettesOK210
linux-releaseOK142
macos-releaseOK116
macos-oldrelOK218
windows-develOK72
windows-releaseOK79
windows-oldrelOK78
wasm-releaseOK136

Exports:Cal.reconCrossprodDist.ptExpmapExtrinsicMeanGenerateCircleIntrinsicMeanKernel.GaussianKernel.indicatorKernel.quarticLogmapLPGPGAPrincipalCircleProj.HaubergRotateRotate.invSPCSPC.HaubergTrans.EuclidTrans.sph

Dependencies:base64encbslibcachemclidigestevaluatefastmapfontawesomefsgeospherehighrhtmltoolshtmlwidgetsjquerylibjsonliteknitrlifecyclemagrittrmemoisemimeR6rappdirsRcpprglrlangrmarkdownsasssphereplottinytexxfunyaml