prinsurf

The goal of prinsurf is to construct a principal surface that is two-dimensional and passes through the middle of a $p$-dimensional dataset.

Installation

You can install the development version of prinsurf from GitHub with:

library(devtools)
devtools::install_github("RaeesaGaney91/prinsurf")

This is a basic example on a simulated data set:

library(prinsurf)
surface <- principal.surface(X)

3D Plot

If you encounter any issues or have questions, please open an issue on the GitHub repository.