dimRed: A Framework for Dimensionality Reduction
A collection of dimensionality reduction techniques from R packages and a common interface for calling the methods.
| Version: | 0.2.7 |
| Depends: | R (≥ 3.0.0), DRR |
| Imports: | magrittr, methods |
| Suggests: | NMF, MASS, Matrix, RANN, RSpectra, Rtsne, cccd, coRanking, diffusionMap, energy, fastICA, ggplot2, graphics, igraph, keras, kernlab, knitr, optimx, pcaL1, pcaPP, reticulate, rgl, scales, scatterplot3d, stats, tensorflow, testthat, tidyr, tinytex, umap, vegan |
| Published: | 2025-04-23 |
| DOI: | 10.32614/CRAN.package.dimRed |
| Author: | Guido Kraemer 
[aut, cre] |
| Maintainer: | Guido Kraemer <guido.kraemer at uni-leipzig.de> |
| BugReports: | https://github.com/gdkrmr/dimRed/issues |
| License: | GPL-3 | file LICENSE |
| URL: | https://www.guido-kraemer.com/software/dimred/ |
| NeedsCompilation: | yes |
| Citation: | dimRed citation info |
| Materials: | NEWS |
| CRAN checks: | dimRed results |
Documentation:
| Reference manual: | dimRed.html , dimRed.pdf |
| Vignettes: |
Dimensionality Reduction (source, R code) |
Downloads:
| Package source: | dimRed_0.2.7.tar.gz |
| Windows binaries: | r-devel: dimRed_0.2.7.zip, r-release: dimRed_0.2.7.zip, r-oldrel: dimRed_0.2.7.zip |
| macOS binaries: | r-release (arm64): dimRed_0.2.7.tgz, r-oldrel (arm64): dimRed_0.2.7.tgz, r-release (x86_64): dimRed_0.2.7.tgz, r-oldrel (x86_64): dimRed_0.2.7.tgz |
| Old sources: | dimRed archive |
Reverse dependencies:
| Reverse suggests: | mlr3pipelines |
Linking:
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