├── KSD └── compute_ksd.m ├── LICENSE ├── Numerical Examples ├── numexA.m ├── numexB.m ├── numexC.m ├── numex_1.m ├── numex_2_rosen.m ├── numex_3.m ├── numex_3_pseudo.m ├── numex_4.m └── numex_4_inversion.m ├── README.md ├── Sampler ├── samplerLULA.m ├── samplerLipMALA.m ├── samplerLipMHSGLD.m ├── samplerLipSGLD.m ├── samplerLipULA.m ├── samplerMALA.m ├── samplerMHSGLD.m ├── samplerPHULA.m ├── samplerPLMALA.m ├── samplerPMALA.m ├── samplerPULA.m ├── samplerPrecondLipMALA.m ├── samplerPrecondLipULA.m ├── samplerPrecondMALA.m ├── samplerSGLD.m └── samplerULA.m └── utilities ├── cutPrecision.m ├── funEval.m ├── genCov.m ├── make_preconditioner.m ├── rosen.m ├── sinedist.m ├── thresholding.m └── vec.m /KSD/compute_ksd.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/KSD/compute_ksd.m -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/LICENSE -------------------------------------------------------------------------------- /Numerical Examples/numexA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Numerical Examples/numexA.m -------------------------------------------------------------------------------- /Numerical Examples/numexB.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Numerical Examples/numexB.m -------------------------------------------------------------------------------- /Numerical Examples/numexC.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Numerical Examples/numexC.m -------------------------------------------------------------------------------- /Numerical Examples/numex_1.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Numerical Examples/numex_1.m -------------------------------------------------------------------------------- /Numerical Examples/numex_2_rosen.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Numerical Examples/numex_2_rosen.m -------------------------------------------------------------------------------- /Numerical Examples/numex_3.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Numerical Examples/numex_3.m -------------------------------------------------------------------------------- /Numerical Examples/numex_3_pseudo.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Numerical Examples/numex_3_pseudo.m -------------------------------------------------------------------------------- /Numerical Examples/numex_4.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Numerical Examples/numex_4.m -------------------------------------------------------------------------------- /Numerical Examples/numex_4_inversion.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Numerical Examples/numex_4_inversion.m -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/README.md -------------------------------------------------------------------------------- /Sampler/samplerLULA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerLULA.m -------------------------------------------------------------------------------- /Sampler/samplerLipMALA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerLipMALA.m -------------------------------------------------------------------------------- /Sampler/samplerLipMHSGLD.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerLipMHSGLD.m -------------------------------------------------------------------------------- /Sampler/samplerLipSGLD.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerLipSGLD.m -------------------------------------------------------------------------------- /Sampler/samplerLipULA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerLipULA.m -------------------------------------------------------------------------------- /Sampler/samplerMALA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerMALA.m -------------------------------------------------------------------------------- /Sampler/samplerMHSGLD.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerMHSGLD.m -------------------------------------------------------------------------------- /Sampler/samplerPHULA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerPHULA.m -------------------------------------------------------------------------------- /Sampler/samplerPLMALA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerPLMALA.m -------------------------------------------------------------------------------- /Sampler/samplerPMALA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerPMALA.m -------------------------------------------------------------------------------- /Sampler/samplerPULA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerPULA.m -------------------------------------------------------------------------------- /Sampler/samplerPrecondLipMALA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerPrecondLipMALA.m -------------------------------------------------------------------------------- /Sampler/samplerPrecondLipULA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerPrecondLipULA.m -------------------------------------------------------------------------------- /Sampler/samplerPrecondMALA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerPrecondMALA.m -------------------------------------------------------------------------------- /Sampler/samplerSGLD.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerSGLD.m -------------------------------------------------------------------------------- /Sampler/samplerULA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/Sampler/samplerULA.m -------------------------------------------------------------------------------- /utilities/cutPrecision.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/utilities/cutPrecision.m -------------------------------------------------------------------------------- /utilities/funEval.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/utilities/funEval.m -------------------------------------------------------------------------------- /utilities/genCov.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/utilities/genCov.m -------------------------------------------------------------------------------- /utilities/make_preconditioner.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/utilities/make_preconditioner.m -------------------------------------------------------------------------------- /utilities/rosen.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/utilities/rosen.m -------------------------------------------------------------------------------- /utilities/sinedist.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/utilities/sinedist.m -------------------------------------------------------------------------------- /utilities/thresholding.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/utilities/thresholding.m -------------------------------------------------------------------------------- /utilities/vec.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/izzatum/Langevin_GJI_2020/HEAD/utilities/vec.m --------------------------------------------------------------------------------