Package: biganalytics 1.1.22

Michael J. Kane

biganalytics: Utilities for 'big.matrix' Objects from Package 'bigmemory'

Extend the 'bigmemory' package with various analytics. Functions 'bigkmeans' and 'binit' may also be used with native R objects. For 'tapply'-like functions, the bigtabulate package may also be helpful. For linear algebra support, see 'bigalgebra'. For mutex (locking) support for advanced shared-memory usage, see 'synchronicity'.

Authors:John W. Emerson [aut], Michael J. Kane [cre, aut], Saksham Chandra [ctb]

biganalytics_1.1.22.tar.gz
biganalytics_1.1.22.tar.gz(r-4.5-noble)biganalytics_1.1.22.tar.gz(r-4.4-noble)
biganalytics_1.1.22.tgz(r-4.4-emscripten)biganalytics_1.1.22.tgz(r-4.3-emscripten)
biganalytics.pdf |biganalytics.html
biganalytics/json (API)

# Install 'biganalytics' in R:
install.packages('biganalytics', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • c++– GNU Standard C++ Library v3

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.36 score 1 stars 4 packages 189 scripts 901 downloads 1 mentions 16 exports 10 dependencies

Last updated 8 months agofrom:b4a3dc0f01. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 25 2024
R-4.5-linux-x86_64OKOct 25 2024

Exports:applybigglm.big.matrixbigkmeansbiglm.big.matrixbinitcolmaxcolmeancolmincolnacolprodcolrangecolsdcolsumcolvarmeansummary

Dependencies:BHbiglmbigmemorybigmemory.sricodetoolsDBIforeachiteratorsRcppuuid

Readme and manuals

Help Manual

Help pageTopics
Utilities for big.matrix objects of package bigmemorybiganalytics-package biganalytics _PACKAGE
apply() for big.matrix objectsapply,big.matrix-method
Use Thomas Lumley's ``biglm'' package with a ``big.matrix''bigglm.big.matrix biglm.big.matrix
Memory-efficient k-means cluster analysisbigkmeans
Count elements appearing in bins of one or two variablesbinit
Basic summary statistics for ``big.matrix'' objectscolmax colmax,big.matrix-method colmean colmean,big.matrix-method colmin colmin,big.matrix-method colmin,min,colmax,max,colprod,prod,colsum,sum,colrange,range,colmean,mean,colvar,var,colsd,sd,colna,summary colna colna,big.matrix-method colprod colprod,big.matrix-method colrange colrange,big.matrix-method colsd colsd,big.matrix-method colsum colsum,big.matrix-method colvar colvar,big.matrix-method max,big.matrix-method mean,big.matrix-method min,big.matrix-method prod,big.matrix-method range,big.matrix-method sum,big.matrix-method summary,big.matrix-method