kerntools: Kernel Functions and Tools for Machine Learning Applications
Kernel functions for diverse types of data (including, but not restricted to: nonnegative and real vectors, real matrices, categorical and ordinal variables, sets, strings), plus other utilities like kernel similarity, kernel Principal Components Analysis (PCA) and features' importance for Support Vector Machines (SVMs), which expand other 'R' packages like 'kernlab'.
| Version: | 1.1.0 |
| Depends: | R (≥ 2.10) |
| Imports: | dplyr, ggplot2, kernlab, methods, reshape2, stats, stringi |
| Suggests: | knitr, rmarkdown, spelling, testthat (≥ 3.0.0) |
| Published: | 2024-10-25 |
| DOI: | 10.32614/CRAN.package.kerntools |
| Author: | Elies Ramon  [aut,
cre, cph] |
| Maintainer: | Elies Ramon <eramon at everlyrusher.com> |
| BugReports: | https://github.com/elies-ramon/kerntools/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/elies-ramon/kerntools, https://elies-ramon.github.io/kerntools/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | kerntools results |
Documentation:
| Reference manual: | kerntools.pdf |
| Vignettes: |
Kernel PCA and Coinertia (source, R code) Kernel functions (source, R code) kerntools: R tools for kernel methods (source, R code) |
Downloads:
| Package source: | kerntools_1.1.0.tar.gz |
| Windows binaries: | r-devel: kerntools_1.1.0.zip, r-release: kerntools_1.1.0.zip, r-oldrel: kerntools_1.1.0.zip |
| macOS binaries: | r-release (arm64): kerntools_1.1.0.tgz, r-oldrel (arm64): kerntools_1.1.0.tgz, r-release (x86_64): kerntools_1.1.0.tgz, r-oldrel (x86_64): kerntools_1.1.0.tgz |
| Old sources: | kerntools archive |
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