Programming with Big Data in R: Difference between revisions

Revision as of 10:11, 6 July 2013

Revision as of 10:12, 6 July 2013

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* [http://cran.r-project.org/web/packages/pbdBASE/vignettes/pbdBASE-guide.pdf pbdBASE] --- low-level [[ScaLAPACK]] codes and wrappers

* [http://cran.r-project.org/web/packages/pbdDMAT/vignettes/pbdDMAT-guide.pdf pbdDMAT] --- distributed matrix classes and computational methods, with a focus on linear algebra and statistics

* [http://cran.r-project.org/web/packages/pbdDEMO/vignettes/pbdDEMO-guide.pdf pbdDEMO] --- set of package demonstrations and examples, and this unifying vignette<ref name=pbdDEMO>{{cite web|author=Schmidt, D., Chen, W.-C., Patel, P., Ostrouchov, G.|year=2013|title=Speaking Serial R with a Parallel Accent|url=http://github.com/wrathematics/pbdDEMO/blob/master/inst/doc/pbdDEMO-guide.pdf?raw=true}}</ref>

* [http://cran.r-project.org/web/packages/pmclust/vignettes/pmclust-guide.pdf pmclust] -- parallel [[Mixture model|model-based clustering]] using pbdR