├── .gitignore ├── .octaverc ├── Copyright ├── README ├── cov ├── apx.m ├── apxGrid.m ├── apxSparse.m ├── apxState.m ├── covADD.m ├── covConst.m ├── covCos.m ├── covDiscrete.m ├── covDot.m ├── covEye.m ├── covFBM.m ├── covGE.m ├── covGabor.m ├── covGaborard.m ├── covGaboriso.m ├── covLIN.m ├── covLINard.m ├── covLINiso.m ├── covLINone.m ├── covMaha.m ├── covMask.m ├── covMatern.m ├── covMaternard.m ├── covMaterniso.m ├── covNNone.m ├── covNoise.m ├── covOU.m ├── covOne.m ├── covPER.m ├── covPERard.m ├── covPERiso.m ├── covPP.m ├── covPPard.m ├── covPPiso.m ├── covPeriodic.m ├── covPeriodicNoDC.m ├── covPoly.m ├── covPref.m ├── covProd.m ├── covRQ.m ├── covRQard.m ├── covRQiso.m ├── covSE.m ├── covSEard.m ├── covSEiso.m ├── covSEisoU.m ├── covSEproj.m ├── covSEvlen.m ├── covSM.m ├── covScale.m ├── covSum.m ├── covULL.m ├── covW.m ├── covWarp.m └── covZero.m ├── covFunctions.m ├── doc ├── README ├── changelog ├── checkmark.png ├── demoClassification.m ├── demoGrid1d.m ├── demoGrid2d.m ├── demoMinimize.m ├── demoRegression.m ├── demoSparse.m ├── demoState.m ├── f0.gif ├── f1.gif ├── f2.gif ├── f3.gif ├── f4.gif ├── f5.gif ├── f6.gif ├── f7.gif ├── f8.gif ├── f9.png ├── gpml_randn.m ├── index.html ├── manual.pdf ├── style.css ├── usageClassification.m ├── usageCov.m ├── usageLik.m ├── usageMean.m ├── usagePrior.m ├── usageRegression.m └── usageSampling.m ├── gp.m ├── inf ├── infEP.m ├── infGaussLik.m ├── infGrid.m ├── infKL.m ├── infLOO.m ├── infLaplace.m ├── infMCMC.m ├── infPrior.m ├── infState.m └── infVB.m ├── infMethods.m ├── lik ├── likBeta.m ├── likErf.m ├── likExp.m ├── likGamma.m ├── likGauss.m ├── likGaussWarp.m ├── likGumbel.m ├── likInvGauss.m ├── likLaplace.m ├── likLogistic.m ├── likMix.m ├── likNegBinom.m ├── likPoisson.m ├── likSech2.m ├── likT.m ├── likUni.m └── likWeibull.m ├── likFunctions.m ├── mean ├── meanConst.m ├── meanDiscrete.m ├── meanGP.m ├── meanGPexact.m ├── meanLinear.m ├── meanMask.m ├── meanNN.m ├── meanOne.m ├── meanPoly.m ├── meanPow.m ├── meanPref.m ├── meanProd.m ├── meanScale.m ├── meanSum.m ├── meanWSPC.m ├── meanWarp.m └── meanZero.m ├── meanFunctions.m ├── prior ├── priorClamped.m ├── priorClampedMulti.m ├── priorDelta.m ├── priorDeltaMulti.m ├── priorEqualMulti.m ├── priorGamma.m ├── priorGauss.m ├── priorGaussMulti.m ├── priorInvGauss.m ├── priorLaplace.m ├── priorLaplaceMulti.m ├── priorLogNormal.m ├── priorMix.m ├── priorSameMulti.m ├── priorSmoothBox1.m ├── priorSmoothBox2.m ├── priorT.m ├── priorTMulti.m ├── priorTransform.m └── priorWeibull.m ├── priorDistributions.m ├── startup.m └── util ├── any2vec.m ├── binaryEPGP.m ├── binaryGP.m ├── binaryLaplaceGP.m ├── brentmin.m ├── covFITC.m ├── covGrid.m ├── digamma.m ├── elsympol.m ├── gauher.m ├── glm_invlink_exp.m ├── glm_invlink_expexp.m ├── glm_invlink_logistic.m ├── glm_invlink_logistic2.m ├── glm_invlink_logit.m ├── gpr.m ├── infExact.m ├── infFITC.m ├── infFITC_EP.m ├── infFITC_Laplace.m ├── lbfgsb.m ├── lbfgsb ├── LICENSE ├── Makefile ├── README ├── array.h ├── arrayofmatrices.cpp ├── arrayofmatrices.h ├── blas.f ├── lbfgsb.cpp ├── linpack.f ├── matlabexception.cpp ├── matlabexception.h ├── matlabmatrix.cpp ├── matlabmatrix.h ├── matlabprogram.cpp ├── matlabprogram.h ├── matlabscalar.cpp ├── matlabscalar.h ├── matlabstring.cpp ├── matlabstring.h ├── program.cpp ├── program.h ├── solver_2_4.f ├── solver_3_0.f └── timer.f ├── lik_epquad.m ├── logphi.m ├── logsumexp2.m ├── make.m ├── minfunc ├── ArmijoBacktrack.m ├── License ├── WolfeLineSearch.m ├── conjGrad.m ├── dampedUpdate.m ├── isLegal.m ├── lbfgs.m ├── lbfgsAdd.m ├── lbfgsProd.m ├── lbfgsUpdate.m ├── mchol.m ├── mcholinc.m ├── mex │ ├── lbfgsAddC.c │ ├── lbfgsC.c │ ├── lbfgsProdC.c │ ├── mcholC.c │ ├── mexAll_matlab.m │ └── mexAll_octave.m ├── minFunc.m ├── minFunc_processInputOptions.m ├── polyinterp.m ├── precondDiag.m ├── precondTriu.m ├── precondTriuDiag.m └── taylorModel.m ├── minimize.m ├── minimize_lbfgsb.m ├── minimize_lbfgsb_gradfun.m ├── 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