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bigGP
R package for parallel computation for Gaussian processes
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Version
0.1.8
0.1-7
0.1-6
0.1-5
0.1-4
0.1-3
0.1-2
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Install
install.packages('bigGP')
Monthly Downloads
142
Version
0.1.8
License
GPL (>= 2)
Maintainer
Christopher Paciorek
Last Published
April 25th, 2023
Functions in bigGP (0.1.8)
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localCalc
Local Calculation Functions
collectVector
Return a Distributed Vector to the Master Process
localCollectVector
Local Distribution and Collection Functions
collectTriangularMatrix
Return a Distributed Symmetric or Triangular Matrix to the Master Process
getDistributedVectorLength
Find Length of Subset of Vector or Matrix Stored on Slave Process
localGetVectorIndices
Get Indices of Vector or Matrix Elements Stored on Slave Process
distributeVector
Distribute a Vector to the Slave Processes
localAssign
Assign a New Name to an Object on Slave Process
distributedKrigeProblem-class
ReferenceClass for Distributed Components of the krigeProblem ReferenceClass
krigeProblem-class
Class
"krigeProblem"
pull
Copy Object from Slave Processes to Master
remoteCalc
Do Arbitrary Calculations on One or Two Inputs
remoteCalcChol
Calculate Distributed Cholesky Decomposition
remoteGetIndices
Determine Indices of Vector or Matrix Elements Stored on all Processes
remoteLs
Remote List Objects
remoteCrossProdMatVec
Distributed Crossproduct of a Rectangular Matrix and a Vector
remoteForwardsolve
Solve a Distributed Triangular System
push
Copy Object from Master to Slave Processes
remoteMultChol
Distributed Multiplication of Lower Triangular Matrix and a Vector or Matrix
remoteRm
Remote Remove Objects
remoteConstructRnormVector
Create Distributed Vector or Matrix of Random Normals
remoteCrossProdMatSelf
Distributed Crossproduct of a Rectangular Matrix with Itself
localKrigeProblemConstructMean
Calculate Mean Vector or Covariance Matrix on Slave Process
localRm
Remove Objects on Slave Process
collectDiagonal
Return the Diagonal of a Distributed Square Matrix to the Master Process
calcD
Calculate Partition Factor
bigGP.exit
Exit bigGP Environment
alloc
Create Object with its Own Memory
bigGP-meta
Information about the number and identities of the processes
collectRectangularMatrix
Return a Distributed Rectangular Matrix to the Master Process
bigGP.init
Initialize bigGP package
SN2011fe
SN2011fe Supernova Dataset
calcIJ
Calculate Slave Process Identifiers
bigGP
Package for Calculations with Big Gaussian Processes