quollr: An R Package for Visualizing 2-D Models from Nonlinear Dimension Reductions in High-Dimensional Space

This article introduces an R package, quollr, designed for visualizing 2-D models derived from nonlinear dimension reduction techniques applied to high-dimensional data. The focus is on providing a tool for exploring and understanding complex datasets by simplifying their representation. The package's utility lies in its ability to translate complex, high-dimensional data into a more manageable 2-D format suitable for visual analysis.