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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>.

Versions across snapshots

VersionRepositoryFileSize
0.1.7 rolling linux/jammy R-4.5 spherepc_0.1.7.tar.gz 110.9 KiB
0.1.7 rolling linux/noble R-4.5 spherepc_0.1.7.tar.gz 111.0 KiB
0.1.7 rolling source/ R- spherepc_0.1.7.tar.gz 23.9 KiB
0.1.7 latest linux/jammy R-4.5 spherepc_0.1.7.tar.gz 110.9 KiB
0.1.7 latest linux/noble R-4.5 spherepc_0.1.7.tar.gz 111.0 KiB
0.1.7 latest source/ R- spherepc_0.1.7.tar.gz 23.9 KiB
0.1.7 2026-04-26 source/ R- spherepc_0.1.7.tar.gz 23.9 KiB
0.1.7 2026-04-23 source/ R- spherepc_0.1.7.tar.gz 23.9 KiB
0.1.7 2026-04-09 windows/windows R-4.5 spherepc_0.1.7.zip 114.8 KiB
0.1.7 2025-04-20 source/ R- spherepc_0.1.7.tar.gz 23.9 KiB

Dependencies (latest)

Imports