The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

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) <doi:10.48550/arXiv.2003.02578>.

Version: 0.1.7
Depends: R (≥ 3.5.0)
Imports: geosphere, rgl, sphereplot, stats
Published: 2021-10-07
DOI: 10.32614/CRAN.package.spherepc
Author: Jongmin Lee [aut, cre], Jang-Hyun Kim [ctb], Hee-Seok Oh [aut]
Maintainer: Jongmin Lee <jongminlee9218 at gmail.com>
License: GPL (≥ 3)
NeedsCompilation: no
SystemRequirements: XQuartz (on MacOS)
CRAN checks: spherepc results

Documentation:

Reference manual: spherepc.pdf

Downloads:

Package source: spherepc_0.1.7.tar.gz
Windows binaries: r-devel: spherepc_0.1.7.zip, r-release: spherepc_0.1.7.zip, r-oldrel: spherepc_0.1.7.zip
macOS binaries: r-release (arm64): spherepc_0.1.7.tgz, r-oldrel (arm64): spherepc_0.1.7.tgz, r-release (x86_64): spherepc_0.1.7.tgz, r-oldrel (x86_64): spherepc_0.1.7.tgz
Old sources: spherepc archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=spherepc to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.