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:
spherepc_0.1.7.tar.gz
spherepc_0.1.7.zip(r-4.5)spherepc_0.1.7.zip(r-4.4)spherepc_0.1.7.zip(r-4.3)
spherepc_0.1.7.tgz(r-4.4-any)spherepc_0.1.7.tgz(r-4.3-any)
spherepc_0.1.7.tar.gz(r-4.5-noble)spherepc_0.1.7.tar.gz(r-4.4-noble)
spherepc_0.1.7.tgz(r-4.4-emscripten)spherepc_0.1.7.tgz(r-4.3-emscripten)
spherepc.pdf |spherepc.html✨
spherepc/json (API)
| # Install 'spherepc' in R: |
| install.packages('spherepc', repos = c('https://jongminlee-stat.r-universe.dev', 'https://cloud.r-project.org')) |
- Earthquake - Earthquake
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 3 years agofrom:71ff6558eb. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 13 2024 |
| R-4.5-win | OK | Nov 13 2024 |
| R-4.5-linux | OK | Nov 13 2024 |
| R-4.4-win | OK | Nov 13 2024 |
| R-4.4-mac | OK | Nov 13 2024 |
| R-4.3-win | OK | Nov 13 2024 |
| R-4.3-mac | OK | Nov 13 2024 |
Exports:Cal.reconCrossprodDist.ptExpmapExtrinsicMeanGenerateCircleIntrinsicMeanKernel.GaussianKernel.indicatorKernel.quarticLogmapLPGPGAPrincipalCircleProj.HaubergRotateRotate.invSPCSPC.HaubergTrans.EuclidTrans.sph
Dependencies:base64encbslibcachemclidigestevaluatefastmapfontawesomefsgeospheregluehighrhtmltoolshtmlwidgetsjquerylibjsonliteknitrlatticelifecyclemagrittrmemoisemimeR6rappdirsRcpprglrlangrmarkdownsassspsphereplottinytexxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Calculating reconstruction error | Cal.recon |
| Crossproduct of vectors | Crossprod |
| The number of distinct points. | Dist.pt |
| Earthquake | Earthquake |
| Exponential map | Expmap |
| Finding Extrinsic Mean | ExtrinsicMean |
| Generating circle on sphere | GenerateCircle |
| Finding Intrinsic Mean | IntrinsicMean |
| Gaussian kernel function | Kernel.Gaussian |
| Indicator kernel function | Kernel.indicator |
| Quartic kernel function | Kernel.quartic |
| Logarithm map | Logmap |
| Local principal geodesics | LPG |
| Principal geodesic analysis | PGA |
| Principal circle on a sphere | PrincipalCircle |
| Projecting the nearest point | Proj.Hauberg |
| Rotating point on a sphere | Rotate |
| Rotating point on a sphere | Rotate.inv |
| Spherical principal curves | SPC |
| principal curves by Hauberg on a sphere | SPC.Hauberg |
| Transforming into Euclidean coordinate | Trans.Euclid |
| Transforming into spherical coordinate | Trans.sph |
