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bigGP
R package for parallel computation for Gaussian processes
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Install
install.packages('bigGP')
Monthly Downloads
170
Version
0.1-6
License
GPL (>= 2)
Maintainer
Christopher Paciorek
Last Published
July 8th, 2015
Functions in bigGP (0.1-6)
Search functions
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