Rdimtools 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 2020