RDRToolbox
A package for nonlinear dimension reduction with Isomap and LLE.
Bioconductor version: 3.24 · Package version: 1.63.0
A package for nonlinear dimension reduction using the Isomap and LLE algorithm. It also includes a routine for computing the Davis-Bouldin-Index for cluster validation, a plotting tool and a data generator for microarray gene expression data and for the Swiss Roll dataset.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("RDRToolbox")Details
| Maintainer | Christoph Bartenhagen <c.bartenhagen@uni-koeln.de> |
| Author | Christoph Bartenhagen |
| License | GPL (>= 2) |
| Downloads rank | 504 |
| Source branch | devel |
| biocViews | Clustering, DimensionReduction, FeatureExtraction, Microarray, Software, Visualization |
Documentation
Download
Follow the installation instructions to use this package in your R session.
| Source package | RDRToolbox_1.63.0.tar.gz |
| Windows binary (x86_64) | RDRToolbox_1.63.0.zip |
| macOS binary (arm64) | RDRToolbox_1.63.0.tgz |
| macOS binary (x86_64) | RDRToolbox_1.63.0.tgz |
Dependencies
Depends: R (>= 2.9.0)
Imports: graphics, grDevices, methods, stats, MASS, rgl
Suggests: golubEsets
Reverse dependencies
Suggests Me (1): loon