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partools

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.

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Version

Install

install.packages('partools')

Monthly Downloads

405

Version

1.1.6

License

GPL (>= 2)

Issues

9

Pull Requests

1

Stars

40

Forks

11

Maintainer

Norm Matloff

Last Published

April 10th, 2017

Functions in partools (1.1.6)

newadult

parpdist

Partools Apps
prgeng

snowdoop,filechunkname, etc...

dbs

formrowchunks,addlists,matrixtolist,setclsinfo,getpte,distribsplit,distribcat,distribagg,distribrange,distribcounts,distribgetrows,docmd,doclscmd,geteltis,distribmeans,distribisdt,ipstrcat,dwhich.min,dwhich.max

ca,cabase,calm,caglm,caprcomp,cakm,cameans,caquantile,caagg,caknn

Software Alchemy: Turning Complex Statistical Computations into
caclassfit,caclasspred,vote,re_code

Software Alchemy for Machine Learning