[k, rbfPart, linearPart, n2] = ardKernCompute(kern, x, x2) k = ardKernDiagCompute(kern, x) gX = ardKernDiagGradX(kern, X) ardKernDisplay(kern) kern = ardKernExpandParam(kern, params) params = ardKernExtractParam(kern) gX = ardKernGradX(kern, X, X2) function gX = ardKernGradXpoint(kern, x, X2) g = ardKernGradient(kern, x, covGrad) kern = ardKernParamInit(kern) k = biasKernCompute(kern, x, x2) k = biasKernDiagCompute(kern, x) gX = biasKernDiagGradX(kern, X) biasKernDisplay(kern) kern = biasKernExpandParam(kern, params) params = biasKernExtractParam(kern) gX = biasKernGradX(kern, X, X2) g = biasKernGradient(kern, x, covGrad) kern = biasKernParamInit(kern) k = cmpndKernCompute(kern, x, x2) k = cmpndKernDiagCompute(kern, x) gX = cmpndKernDiagGradX(kern, X) cmpndKernDisplay(kern) kern = cmpndKernExpandParam(kern, params) params = cmpndKernExtractParam(kern) gX = cmpndKernGradX(kern, X, X2) g = cmpndKernGradient(kern, x, covGrad) kern = cmpndKernParamInit(kern) kern = cmpndKernReadParamsFromFID(kern, FID) [kx, rbfPart, linearPart, n2] = computeKernel(x, lntheta, type, x2) k = kernCompute(kern, x, x2) kern = kernCreate(X, kernelType) k = kernDiagCompute(kern, x, x2) k = kernDiagGradX(kern, x, x2) kernDisplay(kern) kern = kernExpandParam(kern, params) [params, names] = kernExtractParam(kern) factors = kernFactors(kern, factorType) g = kernGradX(kern, x, x2) g = kernGradient(kern, x, covGrad) G = kernGradientK(kern, x) kern = kernParamInit(kern) [u, v] = kernPca(kern, X, numEig) g = kernPriorGradient(kern) L = kernPriorLogProb(kern) kern = kernReadFromFID(FID) kern = kernReadParamsFromFID(kern, FID) kern = kernSetWhite(kern, value) kern = kernTest(kernType); k = linKernCompute(kern, x, x2) k = linKernDiagCompute(kern, x) gX = linKernDiagGradX(kern, X) linKernDisplay(kern) kern = linKernExpandParam(kern, params) params = linKernExtractParam(kern) gX = linKernGradX(kern, X, X2) g = linKernGradient(kern, x, covGrad) kern = linKernParamInit(kern) k = linardKernCompute(kern, x, x2) k = linardKernDiagCompute(kern, x) gX = linardKernDiagGradX(kern, X) linardKernDisplay(kern) kern = linardKernExpandParam(kern, params) params = linardKernExtractParam(kern) gX = linardKernGradX(kern, X, X2) g = linardKernGradient(kern, x, covGrad) kern = linardKernParamInit(kern) kern = linearKernParamInit(kern) [k, innerProd, arg, denom, numer] = mlpKernCompute(kern, x, x2) k = mlpKernDiagCompute(kern, x) gX = mlpKernDiagGradX(kern, X) function gX = mlpKernDiagGradXpoint(kern, x) mlpKernDisplay(kern) kern = mlpKernExpandParam(kern, params) params = mlpKernExtractParam(kern) gX = mlpKernGradX(kern, X, X2) function gX = mlpKernGradXpoint(kern, x, X2) g = mlpKernGradient(kern, x, covGrad) kern = mlpKernParamInit(kern) [k, innerProd, arg, denom, numer, vec] = mlpardKernCompute(kern, x, x2) k = mlpardKernDiagCompute(kern, x) gX = mlpardKernDiagGradX(kern, X) function gX = mlpardKernDiagGradXpoint(kern, x) mlpardKernDisplay(kern) kern = mlpardKernExpandParam(kern, params) params = mlpardKernExtractParam(kern) gX = mlpardKernGradX(kern, X, X2) function gX = mlpardKernGradXpoint(kern, x, X2) g = mlpardKernGradient(kern, x, covGrad) kern = mlpardKernParamInit(kern) k = polyKernCompute(kern, x, x2) k = polyKernDiagCompute(kern, x) gX = polyKernDiagGradX(kern, X) function gX = polyKernDiagGradXpoint(kern, x) polyKernDisplay(kern) kern = polyKernExpandParam(kern, params) params = polyKernExtractParam(kern) gX = polyKernGradX(kern, X, X2) function gX = polyKernGradXpoint(kern, x, X2) g = polyKernGradient(kern, x, covGrad) kern = polyKernParamInit(kern) [k, innerProd, arg, denom, numer, vec] = polyardKernCompute(kern, x, x2) k = polyardKernDiagCompute(kern, x) gX = polyardKernDiagGradX(kern, X) function gX = polyardKernDiagGradXpoint(kern, x) polyardKernDisplay(kern) kern = polyardKernExpandParam(kern, params) params = polyardKernExtractParam(kern) gX = polyardKernGradX(kern, X, X2) function gX = polyardKernGradXpoint(kern, x, X2) g = polyardKernGradient(kern, x, covGrad) kern = polyardKernParamInit(kern) g = pskernelGradient(lntheta, models, prior) f = pskernelObjective(lntheta, models, prior) [k, n2] = rbfKernCompute(kern, x, x2) k = rbfKernDiagCompute(kern, x) gX = rbfKernDiagGradX(kern, X) rbfKernDisplay(kern) kern = rbfKernExpandParam(kern, params) params = rbfKernExtractParam(kern) gX = rbfKernGradX(kern, X, X2) function gX = rbfKernGradXpoint(kern, x, X2) g = rbfKernGradient(kern, x, covGrad) kern = rbfKernParamInit(kern) [k, n2] = rbfardKernCompute(kern, x, x2) k = rbfardKernDiagCompute(kern, x) gX = rbfardKernDiagGradX(kern, X) rbfardKernDisplay(kern) kern = rbfardKernExpandParam(kern, params) params = rbfardKernExtractParam(kern) gX = rbfardKernGradX(kern, X, X2) function gX = rbfardKernGradXpoint(kern, x, X2) g = rbfardKernGradient(kern, x, covGrad) kern = rbfardKernParamInit(kern) [k, rbfPart, n2] = sqexpKernCompute(kern, x, x2) k = sqexpKernDiagCompute(kern, x) gX = sqexpKernDiagGradX(kern, x) sqexpKernDisplay(kern) kern = sqexpKernExpandParam(kern, params) [params, transform] = sqexpKernExtractParam(kern) gX = sqexpKernGradX(kern, X, X2) function gX = sqexpKernGradXpoint(kern, x, X2) g = sqexpKernGradient(kern, x, covGrad) kern = sqexpKernParamInit(kern) k = whiteKernCompute(kern, x, x2) k = whiteKernDiagCompute(kern, x) gX = whiteKernDiagGradX(kern, X) whiteKernDisplay(kern) kern = whiteKernExpandParam(kern, params) params = whiteKernExtractParam(kern) gX = whiteKernGradX(kern, X, X2) g = whiteKernGradient(kern, x, covGrad) kern = whiteKernParamInit(kern)