Programming with Big Data in R: Difference between revisions

Revision as of 05:34, 31 July 2013

Revision as of 21:41, 23 September 2013

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{| class="wikitable"

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! General !! I/O !! Computation !! Application !! Profiling

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| pbdDEMO || pbdNCDF4 || pbdDMAT || pmclust || pbdPROF

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| pbdMPI || || pbdBASE ||

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* pbdDEMO --- set of package demonstrations and examples, and this unifying vignette

* pmclust -- parallel [[Mixture model|model-based clustering]] using pbdR

*pbdPROF -- profiling package for MPI codes and visualization of parsed stats

Amount those packages the pbdDEMO package is a collection of 20+ package demos which offer example uses of the various pbdR packages, and contains a vignette which offers detailed explanations for the demos and provides some mathematical or statistical insight.