Package: RDRToolbox 1.57.0
RDRToolbox: A package for nonlinear dimension reduction with Isomap and LLE.
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.
Authors:
RDRToolbox_1.57.0.tar.gz
RDRToolbox_1.57.0.zip(r-4.5)RDRToolbox_1.57.0.zip(r-4.4)RDRToolbox_1.57.0.zip(r-4.3)
RDRToolbox_1.57.0.tgz(r-4.4-any)RDRToolbox_1.57.0.tgz(r-4.3-any)
RDRToolbox_1.57.0.tar.gz(r-4.5-noble)RDRToolbox_1.57.0.tar.gz(r-4.4-noble)
RDRToolbox_1.57.0.tgz(r-4.4-emscripten)RDRToolbox_1.57.0.tgz(r-4.3-emscripten)
RDRToolbox.pdf |RDRToolbox.html✨
RDRToolbox/json (API)
# Install 'RDRToolbox' in R: |
install.packages('RDRToolbox', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
On BioConductor:RDRToolbox-1.57.0(bioc 3.21)RDRToolbox-1.56.0(bioc 3.20)
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
dimensionreductionfeatureextractionvisualizationclusteringmicroarray
Last updated 2 months agofrom:fa6a727eb9. Checks:OK: 1 NOTE: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 30 2024 |
R-4.5-win | NOTE | Nov 30 2024 |
R-4.5-linux | NOTE | Nov 30 2024 |
R-4.4-win | NOTE | Nov 30 2024 |
R-4.4-mac | NOTE | Nov 30 2024 |
R-4.3-win | NOTE | Nov 30 2024 |
R-4.3-mac | NOTE | Nov 30 2024 |
Exports:DBIndexgenerateDataIsomapLLEplotDRSwissRoll
Dependencies:base64encbslibcachemclidigestevaluatefastmapfontawesomefsgluehighrhtmltoolshtmlwidgetsjquerylibjsonliteknitrlifecyclemagrittrMASSmemoisemimeR6rappdirsrglrlangrmarkdownsasstinytexxfunyaml
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Davis-Bouldin-Index | DBIndex |
Simulator for gene expression data | generateData |
Isomap | Isomap |
Locally Linear Embedding | LLE |
Plotting tool for two and three dimensional data | plotDR |
The Swiss Roll dataset | SwissRoll |