HasGP-0.1: A Haskell library for inference using Gaussian processes

Index

abaDiagDiagHasGP.Support.Linear
abaVVHasGP.Support.Linear
abDiagOnlyHasGP.Support.Linear
analyseHasGP.Parsers.SvmLight
aValueHasGP.Classification.Laplace.ClassificationLaplace
bishopDataHasGP.Data.BishopData
cholSolveHasGP.Support.Solve
computeNthElementHasGP.Support.Solve
confusionMatrixHasGP.Data.Normalise
convertToP_CGHasGP.Classification.Laplace.ClassificationLaplace
count 
1 (Function)HasGP.Classification.Laplace.ClassificationLaplace
2 (Function)HasGP.Classification.EP.ClassificationEP
countLabelsHasGP.Data.Normalise
covarianceHasGP.Covariance.Basic
CovarianceFunctionHasGP.Covariance.Basic
CovarianceMatrixHasGP.Types.MainTypes
covarianceMatrixHasGP.Covariance.Basic
covarianceWithPointHasGP.Covariance.Basic
covarianceWithPointsHasGP.Covariance.Basic
dCovarianceDParametersHasGP.Covariance.Basic
dddLikelihoodHasGP.Likelihood.Basic
ddLikelihoodHasGP.Likelihood.Basic
deltaHasGP.Support.Functions
deltaBoolHasGP.Support.Functions
demo 
1 (Function)HasGP.Demos.RegressionDemo1
2 (Function)HasGP.Demos.ClassificationDemo1
3 (Function)HasGP.Demos.ClassificationDemo2
dLikelihoodHasGP.Likelihood.Basic
DMatrixHasGP.Types.MainTypes
dPsiValueHasGP.Classification.Laplace.ClassificationLaplace
DVectorHasGP.Types.MainTypes
EPConvergenceTestHasGP.Classification.EP.ClassificationEP
EPSiteStateHasGP.Classification.EP.ClassificationEP
EPStateHasGP.Classification.EP.ClassificationEP
EPValueHasGP.Classification.EP.ClassificationEP
eValue 
1 (Function)HasGP.Classification.Laplace.ClassificationLaplace
2 (Function)HasGP.Classification.EP.ClassificationEP
exampleMeanHasGP.Data.Normalise
exampleMeanVarianceHasGP.Data.Normalise
exampleVarianceHasGP.Data.Normalise
fHasGP.Covariance.SquaredExp
fARDHasGP.Covariance.SquaredExpARD
findRedundantAttributesHasGP.Data.Normalise
fValueHasGP.Classification.Laplace.ClassificationLaplace
generalSigmoidHasGP.Support.Functions
generalSolveHasGP.Support.Solve
generateFixedSiteOrderHasGP.Classification.EP.ClassificationEP
generateRandomSiteOrderHasGP.Classification.EP.ClassificationEP
getMatrixExamplesFromFileCHasGP.Parsers.SvmLight
gpCLaplaceLearnHasGP.Classification.Laplace.ClassificationLaplace
gpCLaplaceLogEvidenceHasGP.Classification.Laplace.ClassificationLaplace
gpCLaplaceLogEvidenceListHasGP.Classification.Laplace.ClassificationLaplace
gpCLaplaceLogEvidenceVecHasGP.Classification.Laplace.ClassificationLaplace
gpCLaplacePredictHasGP.Classification.Laplace.ClassificationLaplace
gpCLaplacePredict'HasGP.Classification.Laplace.ClassificationLaplace
gpClassifierEPEvidenceHasGP.Classification.EP.ClassificationEP
gpClassifierEPLearnHasGP.Classification.EP.ClassificationEP
gpClassifierEPLogEvidenceHasGP.Classification.EP.ClassificationEP
gpClassifierEPLogEvidenceListHasGP.Classification.EP.ClassificationEP
gpClassifierEPLogEvidenceVecHasGP.Classification.EP.ClassificationEP
gpClassifierEPPredictHasGP.Classification.EP.ClassificationEP
gpRGradLogEvidenceHasGP.Regression.Regression
gpRLogEvidenceHasGP.Regression.Regression
gpRLogHyperToEvidenceHasGP.Regression.Regression
gpRMainHasGP.Regression.Regression
gpRPredictHasGP.Regression.Regression
gpRPredict'HasGP.Regression.Regression
hHasGP.Data.BishopData
InputHasGP.Types.MainTypes
InputsHasGP.Types.MainTypes
iterateOnceHasGP.Support.Iterate
iterateToConvergenceHasGP.Support.Iterate
iterateToConvergence'HasGP.Support.Iterate
iterateToConvergence''HasGP.Support.Iterate
lHasGP.Covariance.SquaredExp
LaplaceConvergenceTestHasGP.Classification.Laplace.ClassificationLaplace
LaplaceValue 
1 (Type/Class)HasGP.Classification.Laplace.ClassificationLaplace
2 (Data Constructor)HasGP.Classification.Laplace.ClassificationLaplace
lengthVHasGP.Support.Linear
likelihoodHasGP.Likelihood.Basic
listRedundantAttributesHasGP.Data.Normalise
LogLikelihoodHasGP.Likelihood.Basic
LogLogistic 
1 (Type/Class)HasGP.Likelihood.LogLogistic
2 (Data Constructor)HasGP.Likelihood.LogLogistic
LogPhi 
1 (Type/Class)HasGP.Likelihood.LogPhi
2 (Data Constructor)HasGP.Likelihood.LogPhi
logPhiHasGP.Support.Functions
lowerSolveHasGP.Support.Solve
lSHasGP.Support.Solve
mHasGP.Covariance.SquaredExpARD
makeCovarianceFromListHasGP.Covariance.Basic
makeListFromCovarianceHasGP.Covariance.Basic
makeMatricesFromPairsHasGP.Support.MatrixFunction
makeMatrixFromFunction2HasGP.Support.MatrixFunction
makeMatrixFromPairs2HasGP.Support.MatrixFunction
nHasGP.Support.Functions
normaliseBetweenLimitsHasGP.Data.Normalise
normaliseMeanVarianceHasGP.Data.Normalise
normaliseMeanVarianceSimpleHasGP.Data.Normalise
normalListHasGP.Support.Random
normalMatrixHasGP.Support.Random
normalVectorHasGP.Support.Random
normalVectorSimpleHasGP.Support.Random
nOverPhiHasGP.Support.Functions
OutputsHasGP.Types.MainTypes
phiIntegralHasGP.Support.Functions
postMultiplyHasGP.Support.Linear
preMultiplyHasGP.Support.Linear
printConfusionMatrixHasGP.Data.Normalise
psiValueHasGP.Classification.Laplace.ClassificationLaplace
removeRedundantAttributesHasGP.Data.Normalise
replaceInVectorHasGP.Support.Linear
retainAttributesHasGP.Data.Normalise
sigmoidHasGP.Support.Functions
simpleClassificationDataHasGP.Data.RWData1
SiteOrderHasGP.Classification.EP.ClassificationEP
siteStateHasGP.Classification.EP.ClassificationEP
squareHasGP.Support.Functions
SquaredExponential 
1 (Type/Class)HasGP.Covariance.SquaredExp
2 (Data Constructor)HasGP.Covariance.SquaredExp
SquaredExponentialARD 
1 (Type/Class)HasGP.Covariance.SquaredExpARD
2 (Data Constructor)HasGP.Covariance.SquaredExpARD
stopEP 
1 (Function)HasGP.Demos.ClassificationDemo1
2 (Function)HasGP.Demos.ClassificationDemo2
stopLaplaceHasGP.Demos.ClassificationDemo1
sumVectorHasGP.Support.Linear
sumVectorDivHasGP.Support.Linear
TargetsHasGP.Types.MainTypes
toVectorHasGP.Support.Linear
traceHasGP.Support.Functions
trueHyperHasGP.Covariance.Basic
uniformMatrixHasGP.Support.Random
upperSolveHasGP.Support.Solve
uSHasGP.Support.Solve
xAxDiagHasGP.Support.Linear