swMATH ID: 33011
Software Authors: Kisung You, Changhee Suh
Description: R package 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 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.
Homepage: https://cran.r-project.org/web/packages/Rdimtools/index.html
Source Code:  https://github.com/cran/Rdimtools
Dependencies: R
Keywords: Machine Learning; arXiv_stat.ML; arXiv_cs.LG; R; R package; Dimension Reduction; DR; Intrinsic Dimension Estimation; IDE; manifold learning
Related Software: R; Scikit; Python; ider; coRanking; RcppArmadillo; Rcpp; dyndimred; GSelection; UBayFS; GA; Boruta; caret; mRMRe; hoggorm; RENT; Intrinsic-Dimension; pyFCI; OpenML; TLE
Cited in: 0 Documents

Standard Articles

1 Publication describing the Software Year
Rdimtools: An R package for Dimension Reduction and Intrinsic Dimension Estimation
Kisung You, Changhee Suh