The SUMO toolbox  2018a
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GaussianProcessModel Member List

This is the complete list of members for GaussianProcessModel, including all inherited members.

basicPlotModel()Model
complexity()Model
construct(var samples, var values)Model
constructInModelSpace(var samples, var values)GaussianProcessModel
covarianceMatrix(var points1, var points2)GaussianProcessModel
display()Modelinline
equals(var m, var threshold)Model
evaluate(var points)Model
evaluateBatch(var points, var batchSize)Model
evaluateCovarianceMatrixInModelSpace(var points)GaussianProcessModel
evaluateDerivative(var points, var outputIndex)Model
evaluateDerivativeInModelSpace(var points, var outputIndex)Model
evaluateInModelSpace(var points)GaussianProcessModel
evaluateInModelSpaceBatch(var points, var batchSize)Model
GaussianProcessModel(var varargin)GaussianProcessModelinline
getBounds()Model
getCovarianceFunction()GaussianProcessModelinline
getDescription()GaussianProcessModel
getDimensions()Model
getExpression(var outputIndex)Model
getExpressionInModelSpace(var outputIndex)Model
getGrid()Model
getHyperparameters()GaussianProcessModelinline
getId()Model
getInputNames()Model
getLengthScale()GaussianProcessModelinline
getLikelihoodFunction()GaussianProcessModelinline
getMeanFunction()GaussianProcessModelinline
getMeasureScores()Model
getMode()Modelinline
getNestedModel()Modelinline
getNoiseVariance()GaussianProcessModelinline
getOutputNames()Model
getPlotDefaults()Modelinlinestatic
getProcessVariance()GaussianProcessModelinline
getSamples()Model
getSamplesInModelSpace()Model
getScaledSamples()GaussianProcessModel
getScaledValues()GaussianProcessModel
getScore()Model
getSensitivityIndices(var order, var type, var method)GaussianProcessModel
getTrainingTime()Modelinline
getTransformationFunctions()Model
getTransformationValues()Modelinline
getType()Modelinline
getValues()Model
getVersionId()Modelinline
init(var samples, var values)Model
likelihood(var x)GaussianProcessModel
loadobj(var this)Modelinlinestatic
Model(var varargin)Modelinline
plotModel()Model
plotSobolIndices(var varargin)Model
scale(var X, var values)GaussianProcessModel
setInputNames(var names)Model
setMeasureScores(var scores)Model
setMode(var mode)Modelinline
setOutputNames(var names)Model
setScore(var score)Model
setTrainingTime(var trainingTime)Modelinline
setTransformationValues(var transf)Model
unscale(var X, var values)GaussianProcessModel
update(var samples, var values)Model
updateInModelSpace(var samples, var values)Model