[aut, cre]We provide linear and nonlinear dimension reduction techniques. Intrinsic dimension estimation methods for exploratory analysis are also provided. For more details on dimensionality techniques, see the paper by Ma and Zhu (2013) <doi:10.1111/j.1751-5823.2012.00182.x> if you are interested in statistical approach, or Engel, Huttenberger, and Hamann (2012) <doi:10.4230/OASIcs.VLUDS.2011.135> for a broader multi-disciplinary overview.
| Version: | 0.4.2 |
| Depends: | R (≥ 3.0.0) |
| Imports: | Rcpp (≥ 0.12.10), ADMM (≥ 0.2.2), graphics, stats, Rtsne, Rcsdp, Rdpack, RSpectra, CVXR (≥ 0.95), Matrix, utils, RcppDE |
| LinkingTo: | Rcpp, RcppArmadillo |
| Published: | 2018-12-21 |
| Author: | Changhee Suh [aut],
Kisung You [aut, cre] |
| Maintainer: | Kisung You <kyou at nd.edu> |
| BugReports: | http://github.com/kisungyou/Rdimtools/issues |
| License: | GPL-3 |
| URL: | http://github.com/kisungyou/Rdimtools |
| NeedsCompilation: | yes |
| Materials: | README |
| CRAN checks: | Rdimtools results |
| Reference manual: | Rdimtools.pdf |
| Package source: | Rdimtools_0.4.2.tar.gz |
| Windows binaries: | r-devel: Rdimtools_0.4.2.zip, r-release: Rdimtools_0.4.2.zip, r-oldrel: Rdimtools_0.4.2.zip |
| OS X binaries: | r-release: Rdimtools_0.4.2.tgz, r-oldrel: Rdimtools_0.4.2.tgz |
| Old sources: | Rdimtools archive |
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