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Rdimtools: Dimension Reduction and Estimation Methods
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 |
Documentation:
Downloads:
Reverse dependencies:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=Rdimtools
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.