├── Best_target_model └── net_parameters.pkl ├── C1_GP_200.m ├── CNN_life_pre.py ├── Capacity data.mat ├── LICENSE ├── README.md ├── Target_model └── net_parameters.pkl └── gpml-matlab-v3.6-2015-07-0 ├── Copyright ├── README ├── cov ├── covADD.m ├── covConst.m ├── covCos.m ├── covDiscrete.m ├── covEye.m ├── covFITC.m ├── covGaborard.m ├── covGaboriso.m ├── covGrid.m ├── covLIN.m ├── covLINard.m ├── covLINiso.m ├── covLINone.m ├── covMask.m ├── covMaternard.m ├── covMaterniso.m ├── covNNone.m ├── covNoise.m ├── covPERard.m ├── covPERiso.m ├── covPPard.m ├── covPPiso.m ├── covPeriodic.m ├── covPeriodicNoDC.m ├── covPoly.m ├── covPref.m ├── covProd.m ├── covRQard.m ├── covRQiso.m ├── covSEard.m ├── covSEfact.m ├── covSEiso.m ├── covSEisoU.m ├── covSEvlen.m ├── covSM.m ├── covScale.m └── covSum.m ├── covFunctions.m ├── doc ├── README ├── changelog ├── checkmark.png ├── demoClassification.m ├── demoGrid.m ├── demoRegression.m ├── 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 ├── infExact.m ├── infFITC.m ├── infFITC_EP.m ├── infFITC_Laplace.m ├── infGrid.m ├── infGrid_Laplace.m ├── infKL.m ├── infLOO.m ├── infLaplace.m ├── infMCMC.m ├── infPrior.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 ├── meanExp.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 └── meanZero.m ├── meanFunctions.m ├── prior ├── priorClamped.m ├── priorClampedMulti.m ├── priorDelta.m ├── priorDeltaMulti.m ├── priorGamma.m ├── priorGauss.m ├── priorGaussMulti.m ├── priorInvGauss.m ├── priorLaplace.m ├── priorLaplaceMulti.m ├── priorLogNormal.m ├── priorMix.m ├── priorSmoothBox1.m ├── priorSmoothBox2.m ├── priorT.m ├── priorTMulti.m ├── priorTransform.m └── priorWeibull.m ├── priorDistributions.m ├── startup.m ├── test_sparse.m └── util ├── binaryEPGP.m ├── binaryLaplaceGP.m ├── cov_deriv_sq_dist.m ├── glm_invlink_exp.m ├── glm_invlink_expexp.m ├── glm_invlink_logit.m ├── gpminimize.m ├── gpr.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 ├── logphi.m ├── logsumexp2.m ├── make.m ├── minimize_lbfgsb.m ├── minimize_lbfgsb_gradfun.m ├── minimize_v2.m ├── solve_chol.c ├── solve_chol.m ├── sq_dist.m └── unwrap2vec.m /Best_target_model/net_parameters.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mxt0607/Two_Stage_RUL_Prediction/HEAD/Best_target_model/net_parameters.pkl -------------------------------------------------------------------------------- /C1_GP_200.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mxt0607/Two_Stage_RUL_Prediction/HEAD/C1_GP_200.m -------------------------------------------------------------------------------- /CNN_life_pre.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mxt0607/Two_Stage_RUL_Prediction/HEAD/CNN_life_pre.py 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