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DESCRIPTION
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DESCRIPTION
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Encoding: UTF-8
Package: bigstatsr
Type: Package
Title: Statistical Tools for Filebacked Big Matrices
Version: 1.0.0
Date: 2019-11-02
Authors@R: c(
person("Florian", "Privé",
email = "[email protected]",
role = c("aut", "cre")),
person("Michael", "Blum",
email = "[email protected]",
role = "ths"),
person("Hugues", "Aschard",
email = "[email protected]",
role = "ths"))
Description: Easy-to-use, efficient, flexible and scalable statistical tools.
Package bigstatsr provides and uses Filebacked Big Matrices via memory-mapping.
It provides for instance matrix operations, Principal Component Analysis,
sparse linear supervised models, utility functions and more
<doi:10.1093/bioinformatics/bty185>.
License: GPL-3
Language: en-US
LazyData: TRUE
ByteCompile: TRUE
Depends: R (>= 3.3)
Imports:
bigassertr (>= 0.1.1),
bigparallelr (>= 0.1.2),
bigreadr (>= 0.2),
cowplot,
foreach,
ggplot2 (>= 3.0.0),
graphics,
methods,
Rcpp,
RSpectra,
stats,
tibble,
utils
LinkingTo:
Rcpp,
RcppArmadillo,
rmio
Suggests:
bigalgebra,
biglasso,
bigmemory (>= 4.5.33),
covr,
glmnet,
hexbin,
memuse,
microbenchmark,
ModelMetrics,
RcppEigen,
RhpcBLASctl,
spelling (>= 1.2),
testthat
RoxygenNote: 6.1.1
Roxygen: list(markdown = TRUE)
URL: https://privefl.github.io/bigstatsr
BugReports: https://github.com/privefl/bigstatsr/issues
Collate:
'AUC.R'
'FBM-attach.R'
'crochet.R'
'FBM.R'
'FBM-code256.R'
'FBM-copy.R'
'RcppExports.R'
'SVD.R'
'apply-parallelize.R'
'biglasso.R'
'bigstatsr-package.R'
'colstats.R'
'crossprodSelf.R'
'mult-mat.R'
'mult-vec.R'
'plot.R'
'predict.R'
'randomSVD.R'
'read.R'
'scaling.R'
'summary.R'
'tcrossprodSelf.R'
'transpose.R'
'univLinReg.R'
'univLogReg.R'
'utils-assert.R'
'utils.R'
'zzz.R'