We provide linear and nonlinear dimension reduction techniques.
Intrinsic dimension estimation methods for exploratory analysis are also provided.
For more details on the package, see the paper by You and Shung (2022) <doi:10.1016/j.simpa.2022.100414>.
| Version: |
1.1.2 |
| Depends: |
R (≥ 3.0.0) |
| Imports: |
ADMM, CVXR (≥ 1.0), MASS, RANN, Rcpp (≥ 0.12.15), RcppDE, Rdpack, RSpectra, graphics, maotai (≥ 0.2.4), mclustcomp, stats, utils |
| LinkingTo: |
Rcpp, RcppArmadillo, RcppDist, maotai |
| Suggests: |
knitr, rmarkdown |
| Published: |
2022-12-15 |
| DOI: |
10.32614/CRAN.package.Rdimtools |
| Author: |
Kisung You  [aut,
cre],
Changhee Suh [ctb],
Dennis Shung [ctb] |
| Maintainer: |
Kisung You <kisungyou at outlook.com> |
| BugReports: |
https://github.com/kisungyou/Rdimtools/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://www.kisungyou.com/Rdimtools/ |
| NeedsCompilation: |
yes |
| Citation: |
Rdimtools citation info |
| Materials: |
README NEWS |
| CRAN checks: |
Rdimtools results |