bigKRLS: Optimized Kernel Regularized Least Squares

Functions for Kernel-Regularized Least Squares optimized for speed and memory usage are provided along with visualization tools. For working papers, sample code, and recent presentations visit <https://sites.google.com/site/petemohanty/software/>. bigKRLS, as well its dependencies, require current versions of R and its compilers (and RStudio if used). For details, see <https://github.com/rdrr1990/bigKRLS/blob/master/INSTALL.md>.

Version: 3.0.0
Depends: R (≥ 3.3.0), bigmemory
Imports: bigalgebra, biganalytics, ggplot2, parallel, Rcpp (≥ 0.12.4), shiny
LinkingTo: bigmemory, BH, Rcpp, RcppArmadillo
Suggests: covr, knitr, rmarkdown, testthat
Published: 2018-04-04
Author: Pete Mohanty [aut, cre], Robert Shaffer [aut]
Maintainer: Pete Mohanty <pete.mohanty at gmail.com>
BugReports: https://github.com/rdrr1990/bigKRLS/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/rdrr1990/bigKRLS
NeedsCompilation: yes
CRAN checks: bigKRLS results

Downloads:

Reference manual: bigKRLS.pdf
Vignettes: bigKRLS_basics
Package source: bigKRLS_3.0.0.tar.gz
Windows binaries: r-prerel: bigKRLS_3.0.0.zip, r-release: bigKRLS_3.0.0.zip, r-oldrel: bigKRLS_3.0.0.zip
OS X binaries: r-prerel: bigKRLS_3.0.0.tgz, r-release: bigKRLS_3.0.0.tgz
Old sources: bigKRLS archive

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