partools: Tools for the 'Parallel' Package

Miscellaneous utilities for parallelizing large computations. Alternative to MapReduce. File splitting and distributed operations such as sort and aggregate. "Software Alchemy" method for parallelizing most statistical methods, presented in N. Matloff, Parallel Computation for Data Science, Chapman and Hall, 2015. Includes a debugging aid.

Author
Norm Matloff <normmatloff@gmail.com> [cre,aut], with contributions by Alex Rumbaugh <aprumbaugh@ucdavis.edu> and Hadley Wickham <h.wickham@gmail.com>
Date of publication
2016-07-16 23:47:33
Maintainer
Norm Matloff <normmatloff@gmail.com>
License
GPL (>= 2)
Version
1.1.5
URLs

View on CRAN

Man pages

ca
Software Alchemy: Turning Complex Statistical Computations...
caclassfit
Software Alchemy for Machine Learning
dbs
Debugging aid for 'parallel' cluster code.
formrowchunks
Utilities for 'parallel' cluster code.
newadult
UCI adult income data set, adapted
parpdist
Partools Apps
prgeng
Silicon Valley programmers and engineers
snowdoop
Snowdoop.

Files in this package

partools
partools/inst
partools/inst/examples
partools/inst/examples/XformAdjMat.R
partools/inst/examples/KMeans.R
partools/inst/CITATION
partools/inst/README
partools/inst/doc
partools/inst/doc/partools.Rnw
partools/inst/doc/partools.pdf
partools/NAMESPACE
partools/data
partools/data/prgeng.txt.gz
partools/data/newadult.txt.gz
partools/data/datalist
partools/R
partools/R/Snowdoop.R
partools/R/onAttach.R
partools/R/CA.R
partools/R/SnowApps.R
partools/R/caknn.R
partools/R/SnowUtils.R
partools/R/DebugSnow.R
partools/R/env.r
partools/R/Class.R
partools/vignettes
partools/vignettes/partools.Rnw
partools/README.md
partools/MD5
partools/build
partools/build/vignette.rds
partools/DESCRIPTION
partools/man
partools/man/ca.Rd
partools/man/dbs.Rd
partools/man/parpdist.Rd
partools/man/prgeng.Rd
partools/man/snowdoop.Rd
partools/man/formrowchunks.Rd
partools/man/newadult.Rd
partools/man/caclassfit.Rd