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>.


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Reference manual

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install.packages("bigKRLS")

2.0.1 by Pete Mohanty, 3 days ago


https://github.com/rdrr1990/bigKRLS


Report a bug at https://github.com/rdrr1990/bigKRLS/issues


Browse source code at https://github.com/cran/bigKRLS


Authors: Pete Mohanty [aut, cre], Robert Shaffer [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports bigalgebra, biganalytics, ggplot2, parallel, Rcpp, shiny

Depends on bigmemory

Suggests covr, knitr, rmarkdown, testthat

Linking to bigmemory, BH, Rcpp, RcppArmadillo


See at CRAN