├── KCI-test ├── CI_PERM │ ├── COPYING │ ├── hsicTestBootIC.m │ ├── hsiccondIC.m │ ├── hsiccondTestIC.m │ ├── inchol.m │ ├── medbw.m │ ├── pickK.m │ └── rbf.m ├── CONTENT ├── COPYING ├── README ├── UInd_KCItest.m ├── UInd_KCItest_RFF.m ├── algorithms │ ├── CInd_test_new_withGP.m │ ├── CInd_test_new_withGP_t.m │ ├── CInd_test_new_withGP_t_RFF.m │ ├── check_markov_equiv.m │ ├── condVect.m │ ├── dist2.m │ ├── eigdec.m │ ├── gpr_multi.m │ ├── gpr_multi2.m │ ├── gpr_multi_alln.m │ ├── gpr_multi_alln_K.m │ ├── kernel.m │ ├── logdet.m │ ├── minimize.m │ ├── pdinv.m │ └── stack.m ├── data │ ├── README │ ├── abalone.dat │ ├── boston_names │ └── boston_wout_discrete.dat ├── exp │ └── simulation1 │ │ ├── CInd_test_new_withGP_UsedInUAIPaper_ButNotFinal.m │ │ ├── test_effect_D_caseI.m │ │ └── test_effect_D_caseII.m ├── gpml-matlab │ ├── README │ ├── doc │ │ ├── alg21.gif │ │ ├── alg31.gif │ │ ├── alg32.gif │ │ ├── alg35.gif │ │ ├── alg36.gif │ │ ├── alg51.gif │ │ ├── alg52.gif │ │ ├── classification.html │ │ ├── fig2d.gif │ │ ├── fig2de1.gif │ │ ├── fig2de2.gif │ │ ├── fig2de3.gif │ │ ├── fig2dl1.gif │ │ ├── fig2dl2.gif │ │ ├── fig2dl3.gif │ │ ├── figepp.gif │ │ ├── figepp2.gif │ │ ├── figl.gif │ │ ├── figl1.gif │ │ ├── figlapp.gif │ │ ├── figlapp2.gif │ │ ├── figlf.gif │ │ ├── figlm.gif │ │ ├── index.html │ │ ├── regression.html │ │ ├── sparse-approx.html │ │ └── style.css │ ├── gpml-demo │ │ ├── Contents.m │ │ ├── data_6darm.mat │ │ ├── data_boston.mat │ │ ├── demo_ep_2d.m │ │ ├── demo_ep_usps.m │ │ ├── demo_gparm.m │ │ ├── demo_gpr.m │ │ ├── demo_gprsparse.m │ │ ├── demo_laplace_2d.m │ │ └── demo_laplace_usps.m │ └── gpml │ │ ├── Contents.m │ │ ├── Copyright │ │ ├── Makefile │ │ ├── approxEP.m │ │ ├── approxLA.m │ │ ├── approximations.m │ │ ├── binaryEPGP.m │ │ ├── binaryGP.m │ │ ├── binaryLaplaceGP.m │ │ ├── covConst.m │ │ ├── covFunctions.m │ │ ├── covLINard.m │ │ ├── covLINone.m │ │ ├── covMatern3iso.m │ │ ├── covMatern5iso.m │ │ ├── covNNone.m │ │ ├── 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