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>.


Reference manual

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install.packages("bigKRLS") by Pete Mohanty, 6 months ago


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