Learn R Programming
⚠️There's a newer version (0.1.8) of this package.Take me there.

bigGP

R package for parallel computation for Gaussian processes

Copy Link

Version

Install

install.packages('bigGP')

Monthly Downloads

102

Version

0.1-6

License

GPL (>= 2)

Maintainer

Christopher Paciorek

Last Published

July 8th, 2015

Functions in bigGP (0.1-6)

bigGP.init

Initialize bigGP package
push

Copy Object from Master to Slave Processes
bigGP-meta

Information about the number and identities of the processes
distributedKrigeProblem-class

ReferenceClass for Distributed Components of the krigeProblem ReferenceClass
collectTriangularMatrix

Return a Distributed Symmetric or Triangular Matrix to the Master Process
distributeVector

Distribute a Vector to the Slave Processes
alloc

Create Object with its Own Memory
localCollectVector

Local Distribution and Collection Functions
calcD

Calculate Partition Factor
localAssign

Assign a New Name to an Object on Slave Process
pull

Copy Object from Slave Processes to Master
localKrigeProblemConstructMean

Calculate Mean Vector or Covariance Matrix on Slave Process
remoteCalcChol

Calculate Distributed Cholesky Decomposition
localCalc

Local Calculation Functions
calcIJ

Calculate Slave Process Identifiers
collectDiagonal

Return the Diagonal of a Distributed Square Matrix to the Master Process
collectRectangularMatrix

Return a Distributed Rectangular Matrix to the Master Process
SN2011fe

SN2011fe Supernova Dataset
localRm

Remove Objects on Slave Process
krigeProblem-class

Class "krigeProblem"
getDistributedVectorLength

Find Length of Subset of Vector or Matrix Stored on Slave Process
remoteCrossProdMatVec

Distributed Crossproduct of a Rectangular Matrix and a Vector
remoteCrossProdMatSelf

Distributed Crossproduct of a Rectangular Matrix with Itself
remoteConstructRnormVector

Create Distributed Vector or Matrix of Random Normals
remoteLs

Remote List Objects
collectVector

Return a Distributed Vector to the Master Process
remoteCalc

Return a Distributed Vector to the Master Process
remoteRm

Remote Remove Objects
remoteMultChol

Distributed Multiplication of Lower Triangular Matrix and a Vector or Matrix
remoteGetIndices

Determine Indices of Vector or Matrix Elements Stored on all Processes
remoteForwardsolve

Solve a Distributed Triangular System
bigGP.exit

Exit bigGP Environment
localGetVectorIndices

Get Indices of Vector or Matrix Elements Stored on Slave Process
bigGP

Package for Calculations with Big Gaussian Processes