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)
Rdimtools is an R package for Dimension Reduction (also known as Manifold Learning) and intrinsic Dimension Estimation methods. The philosophy is simple: the more we have at hands, the better we can play.
You can install a release version from CRAN:
or the development version from github: