├── LICENSE ├── Numerical_Simulation ├── 3rd_software_component │ ├── CoSaMP_OMP.mltbx │ ├── GAMP │ │ └── trunk │ │ │ ├── code │ │ │ ├── BiGAMP │ │ │ │ ├── BiGAMP.m │ │ │ │ ├── BiGAMPOpt.m │ │ │ │ ├── BiGAMPProblem.m │ │ │ │ ├── BiGAMP_Lite.m │ │ │ │ ├── BiGAMP_X2.m │ │ │ │ ├── EMBiGAMP_DL.m │ │ │ │ ├── EMBiGAMP_MC.m │ │ │ │ ├── EMBiGAMP_RPCA.m │ │ │ │ ├── checkOptions.m │ │ │ │ ├── coding_error.m │ │ │ │ ├── comparison_codes │ │ │ │ │ ├── LMaFit-SMS.v1 │ │ │ │ │ │ ├── README │ │ │ │ │ │ ├── demo_all.m │ │ │ │ │ │ ├── demo_chkb.m │ │ │ │ │ │ ├── demo_rand.m │ │ │ │ │ │ ├── demo_spim.m │ │ │ │ │ │ ├── lmafit_sms_v1.m │ │ │ │ │ │ └── lmafit_sms_v1_timing.m │ │ │ │ │ ├── LMaFit_adp │ │ │ │ │ │ ├── Run_Me_1st.m │ │ │ │ │ │ ├── Utilities │ │ │ │ │ │ │ ├── partXY.c │ │ │ │ │ │ │ ├── partXY.mexmaci64 │ │ │ │ │ │ │ ├── partXY_blas.c │ │ │ │ │ │ │ ├── updateSval.c │ │ │ │ │ │ │ ├── updateSval.mexmaci64 │ │ │ │ │ │ │ └── updateSval_blas.c │ │ │ │ │ │ ├── lmafit_mc_adp.m │ │ │ │ │ │ ├── lmafit_mc_adp_timing.m │ │ │ │ │ │ ├── perf-release │ │ │ │ │ │ │ ├── README.txt │ │ │ │ │ │ │ ├── Test_LMAFIT_Table_ill_cond.m │ │ │ │ │ │ │ ├── Test_LMAFIT_image.m │ │ │ │ │ │ │ ├── Test_MC_PhasePlot.m │ │ │ │ │ │ │ ├── Test_MC_PhasePlot_APGL.m │ │ │ │ │ │ │ ├── Test_MC_PhasePlot_FPCA.m │ │ │ │ │ │ │ ├── Test_MatComp_LMAFIT_Table_diff_FR_vary_optspace.m │ │ │ │ │ │ │ ├── Test_MatComp_LMAFIT_Table_diff_FR_vary_perf.m │ │ │ │ │ │ │ ├── matTvec.m │ │ │ │ │ │ │ ├── matvec.m │ │ │ │ │ │ │ ├── plot_LMAFIT_rank_estimate.m │ │ │ │ │ │ │ ├── plot_LMAFIT_residual.m │ │ │ │ │ │ │ ├── plot_phase_MC.m │ │ │ │ │ │ │ ├── randseed.m │ │ │ │ │ │ │ ├── readMovieLenData.m │ │ │ │ │ │ │ ├── readRealMatComp.m │ │ │ │ │ │ │ ├── runRandomMatComp_perf.m │ │ │ │ │ │ │ ├── runRealMatComp_perf_wen.m │ │ │ │ │ │ │ ├── run_all.m │ │ │ │ │ │ │ └── videocodes │ │ │ │ │ │ │ │ ├── avi2mat.m │ │ │ │ │ │ │ │ ├── extractFrame.m │ │ │ │ │ │ │ │ ├── extractFrameIdx.m │ │ │ │ │ │ │ │ ├── mat2mov.m │ │ │ │ │ │ │ │ ├── mat2rgb.m │ │ │ │ │ │ │ │ └── testMCvideoSamp.m │ │ │ │ │ │ └── testMC.m │ │ │ │ │ ├── MatrixALPS_v0p1 │ │ │ │ │ │ ├── ALPS │ │ │ │ │ │ │ ├── AdaptiveSampling.m │ │ │ │ │ │ │ ├── ApproximateVolumeSampling.m │ │ │ │ │ │ │ ├── LowRankApproximation.m │ │ │ │ │ │ │ ├── active_subspace_exp.m │ │ │ │ │ │ │ ├── lowrank_subspace_selection.m │ │ │ │ │ │ │ ├── matrixALPSI.m │ │ │ │ │ │ │ ├── matrixALPSII.m │ │ │ │ │ │ │ ├── matrixALPSII_QR.m │ │ │ │ │ │ │ └── matrixALPSII_QR_timing.m │ │ │ │ │ │ └── README.m │ │ │ │ │ ├── PROPACK_SVT │ │ │ │ │ │ ├── README.m │ │ │ │ │ │ ├── bdsqr.m │ │ │ │ │ │ ├── bdsqr.mexmaci64 │ │ │ │ │ │ ├── bdsqr_mex.c │ │ │ │ │ │ ├── compute_int.m │ │ │ │ │ │ ├── dbdqr.c │ │ │ │ │ │ ├── dbdqr.f │ │ │ │ │ │ ├── findBestMultiply.m │ │ │ │ │ │ ├── install_mex.m │ │ │ │ │ │ ├── lanbpro.m │ │ │ │ │ │ ├── lansvd.m │ │ │ │ │ │ ├── mexHelper.m │ │ │ │ │ │ ├── refinebounds.m │ │ │ │ │ │ ├── reorth.c │ │ │ │ │ │ ├── reorth.f │ │ │ │ │ │ ├── reorth.m │ │ │ │ │ │ ├── reorth.mexmaci64 │ │ │ │ │ │ ├── reorth_complex.m │ │ │ │ │ │ ├── reorth_m.m │ │ │ │ │ │ ├── reorth_mex.c │ │ │ │ │ │ ├── test_PROPACK.m │ │ │ │ │ │ └── thresh.m │ │ │ │ │ ├── README.m │ │ │ │ │ ├── VBLRMat │ │ │ │ │ │ ├── Readme.txt │ │ │ │ │ │ ├── RunVBMC.m │ │ │ │ │ │ ├── RunVBRPCA.m │ │ │ │ │ │ ├── VBMC.m │ │ │ │ │ │ ├── VBMC_timing.m │ │ │ │ │ │ ├── VBRPCA.m │ │ │ │ │ │ └── VBRPCA_timing.m │ │ │ │ │ ├── grasta │ │ │ │ │ │ ├── GPL.txt │ │ │ │ │ │ ├── LGPL.txt │ │ │ │ │ │ ├── LICENSE.txt │ │ │ │ │ │ ├── admm_srp.m │ │ │ │ │ │ ├── bgfg_seperation_grasta.m │ │ │ │ │ │ ├── bgtraining.m │ │ │ │ │ │ ├── column.pdf │ │ │ │ │ │ ├── grasta_RobustMC_demo.m │ │ │ │ │ │ ├── grasta_mc.m │ │ │ │ │ │ ├── grasta_mc_timing.m │ │ │ │ │ │ ├── grasta_path.m │ │ │ │ │ │ ├── grasta_stream.m │ │ │ │ │ │ ├── make_video │ │ │ │ │ │ │ ├── ReProCS │ │ │ │ │ │ │ │ ├── Projection.m │ │ │ │ │ │ │ │ ├── Yall1 │ │ │ │ │ │ │ │ │ ├── Readme.txt │ │ │ │ │ │ │ │ │ └── yall1.m │ │ │ │ │ │ │ │ ├── gs.m │ │ │ │ │ │ │ │ ├── recursivePCA.m │ │ │ │ │ │ │ │ └── subLS.m │ │ │ │ │ │ │ ├── bgfg_seperation_ReProCSmod.m │ │ │ │ │ │ │ ├── bgfg_seperation_mf.m │ │ │ │ │ │ │ ├── frames2matrix.m │ │ │ │ │ │ │ ├── inexact_alm_rpca │ │ │ │ │ │ │ │ ├── PROPACK │ │ │ │ │ │ │ │ │ ├── Afunc.m │ │ │ │ │ │ │ │ │ ├── AtAfunc.m │ │ │ │ │ │ │ │ │ ├── Atransfunc.m │ │ │ │ │ │ │ │ │ ├── Cfunc.m │ │ │ │ │ │ │ │ │ ├── bdsqr.m │ │ │ │ │ │ │ │ │ ├── bdsqr.mexglx │ │ │ │ │ │ │ │ │ ├── bdsqr.mexsg │ │ │ │ │ │ │ │ │ ├── bdsqr.mexsg64 │ │ │ │ │ │ │ │ │ ├── bdsqr.mexsol │ │ │ │ │ │ │ │ │ ├── bdsqr.mexw32 │ │ │ │ │ │ │ │ │ ├── bdsqr_mex.c │ │ │ │ │ │ │ │ │ ├── compute_int.m │ │ │ │ │ │ │ │ │ ├── dbdqr.f │ │ │ │ │ │ │ │ │ ├── helio.mat │ │ │ │ │ │ │ │ │ ├── lanbpro.doc │ │ │ │ │ │ │ │ │ ├── lanbpro.m │ │ │ │ │ │ │ │ │ ├── lanbpro.txt │ │ │ │ │ │ │ │ │ ├── laneig.doc │ │ │ │ │ │ │ │ │ ├── laneig.m │ │ │ │ │ │ │ │ │ ├── laneig.txt │ │ │ │ │ │ │ │ │ ├── lanpro.doc │ │ │ │ │ │ │ │ │ ├── lanpro.m │ │ │ │ │ │ │ │ │ ├── lanpro.txt │ │ │ │ │ │ │ │ │ ├── lansvd.doc │ │ │ │ │ │ │ │ │ ├── lansvd.m │ │ │ │ │ │ │ │ │ ├── lansvd.txt │ │ │ │ │ │ │ │ │ ├── mminfo.m │ │ │ │ │ │ │ │ │ ├── mmread.m │ │ │ │ │ │ │ │ │ ├── mmwrite.m │ │ │ │ │ │ │ │ │ ├── pythag.m │ │ │ │ │ │ │ │ │ ├── refinebounds.m │ │ │ │ │ │ │ │ │ ├── reorth.f │ │ │ │ │ │ │ │ │ ├── reorth.m │ │ │ │ │ │ │ │ │ ├── reorth.mexglx │ │ │ │ │ │ │ │ │ ├── reorth.mexsg │ │ │ │ │ │ │ │ │ ├── reorth.mexsg64 │ │ │ │ │ │ │ │ │ ├── reorth.mexsol │ │ │ │ │ │ │ │ │ ├── reorth_mex.c │ │ │ │ │ │ │ │ │ ├── test.m │ │ │ │ │ │ │ │ │ ├── testtqlb.m │ │ │ │ │ │ │ │ │ ├── tqlb.f │ │ │ │ │ │ │ │ │ ├── tqlb.m │ │ │ │ │ │ │ │ │ ├── tqlb.mexglx │ │ │ │ │ │ │ │ │ ├── tqlb.mexsg │ │ │ │ │ │ │ │ │ ├── tqlb.mexsg64 │ │ │ │ │ │ │ │ │ ├── tqlb.mexsol │ │ │ │ │ │ │ │ │ ├── tqlb_mex.c │ │ │ │ │ │ │ │ │ └── update_gbound.m │ │ │ │ │ │ │ │ ├── choosvd.m │ │ │ │ │ │ │ │ ├── ialm_demo.m │ │ │ │ │ │ │ │ └── inexact_alm_rpca.m │ │ │ │ │ │ │ ├── make_video.m │ │ │ │ │ │ │ ├── median_filter_bg.m │ │ │ │ │ │ │ └── videoFrames.m │ │ │ │ │ │ ├── mex │ │ │ │ │ │ │ ├── blas_win32_MT.dll │ │ │ │ │ │ │ ├── lapack-win32 │ │ │ │ │ │ │ │ ├── README.txt │ │ │ │ │ │ │ │ ├── blas_win32_MT.lib │ │ │ │ │ │ │ │ └── lapack_win32_MT.lib │ │ │ │ │ │ │ ├── lapack_win32_MT.dll │ │ │ │ │ │ │ ├── mex_srp.cpp │ │ │ │ │ │ │ ├── mex_srp.mexmaci64 │ │ │ │ │ │ │ └── mex_srp.mexw32 │ │ │ │ │ │ ├── outliers.pdf │ │ │ │ │ │ ├── util │ │ │ │ │ │ │ ├── calc_fgroc.m │ │ │ │ │ │ │ ├── calc_precision_recall.m │ │ │ │ │ │ │ ├── fg_thresholding.m │ │ │ │ │ │ │ └── groundTruthFrames.m │ │ │ │ │ │ └── video_demo.m │ │ │ │ │ ├── grouse │ │ │ │ │ │ ├── grouse.m │ │ │ │ │ │ ├── grouse_timing.m │ │ │ │ │ │ └── rungrouse.m │ │ │ │ │ ├── inexact_alm_mc │ │ │ │ │ │ ├── Atxz.m │ │ │ │ │ │ ├── Axz.m │ │ │ │ │ │ ├── UVtOmega.m │ │ │ │ │ │ ├── choosvd.m │ │ │ │ │ │ ├── inexact_alm_mc.m │ │ │ │ │ │ ├── inexact_alm_mc_tasos.m │ │ │ │ │ │ ├── inexact_alm_mc_tasos_timing.m │ │ │ │ │ │ ├── inexact_alm_mc_timing.m │ │ │ │ │ │ ├── myRandsample.m │ │ │ │ │ │ └── test_alm_mc.m │ │ │ │ │ ├── inexact_alm_rpca │ │ │ │ │ │ ├── choosvd.m │ │ │ │ │ │ ├── inexact_alm_rpca.m │ │ │ │ │ │ ├── inexact_alm_rpca_tasos_timing.m │ │ │ │ │ │ └── inexact_alm_rpca_timing.m │ │ │ │ │ ├── ksvdbox13 │ │ │ │ │ │ ├── Contents.m │ │ │ │ │ │ ├── bigampdenoise.m │ │ │ │ │ │ ├── bigampdenoisedemo.m │ │ │ │ │ │ ├── faq.txt │ │ │ │ │ │ ├── images │ │ │ │ │ │ │ ├── barbara.png │ │ │ │ │ │ │ ├── boat.png │ │ │ │ │ │ │ ├── house.png │ │ │ │ │ │ │ ├── lena.png │ │ │ │ │ │ │ └── peppers.png │ │ │ │ │ │ ├── ksvd.m │ │ │ │ │ │ ├── ksvddemo.m │ │ │ │ │ │ ├── ksvddenoise.m │ │ │ │ │ │ ├── ksvddenoisedemo.m │ │ │ │ │ │ ├── ksvdver.m │ │ │ │ │ │ ├── odct2dict.m │ │ │ │ │ │ ├── odct3dict.m │ │ │ │ │ │ ├── odctdict.m │ │ │ │ │ │ ├── odctndict.m │ │ │ │ │ │ ├── ompdenoise.m │ │ │ │ │ │ ├── ompdenoise1.m │ │ │ │ │ │ ├── ompdenoise2.m │ │ │ │ │ │ ├── ompdenoise3.m │ │ │ │ │ │ ├── private │ │ │ │ │ │ │ ├── add_dc.m │ │ │ │ │ │ │ ├── addtocols.c │ │ │ │ │ │ │ ├── addtocols.m │ │ │ │ │ │ │ ├── addtocols.mexmaci64 │ │ │ │ │ │ │ ├── col2imstep.c │ │ │ │ │ │ │ ├── col2imstep.m │ │ │ │ │ │ │ ├── col2imstep.mexmaci64 │ │ │ │ │ │ │ ├── collincomb.c │ │ │ │ │ │ │ ├── collincomb.m │ │ │ │ │ │ │ ├── collincomb.mexmaci64 │ │ │ │ │ │ │ ├── countcover.m │ │ │ │ │ │ │ ├── dictdist.m │ │ │ │ │ │ │ ├── im2colstep.c │ │ │ │ │ │ │ ├── im2colstep.m │ │ │ │ │ │ │ ├── im2colstep.mexmaci64 │ │ │ │ │ │ │ ├── imnormalize.m │ │ │ │ │ │ │ ├── iswhole.m │ │ │ │ │ │ │ ├── make.m │ │ │ │ │ │ │ ├── mexutils.c │ │ │ │ │ │ │ ├── mexutils.h │ │ │ │ │ │ │ ├── normcols.m │ │ │ │ │ │ │ ├── printf.m │ │ │ │ │ │ │ ├── reggrid.m │ │ │ │ │ │ │ ├── remove_dc.m │ │ │ │ │ │ │ ├── rowlincomb.c │ │ │ │ │ │ │ ├── rowlincomb.m │ │ │ │ │ │ │ ├── rowlincomb.mexmaci64 │ │ │ │ │ │ │ ├── sampgrid.m │ │ │ │ │ │ │ ├── secs2hms.m │ │ │ │ │ │ │ ├── spdiag.m │ │ │ │ │ │ │ ├── sprow.c │ │ │ │ │ │ │ ├── sprow.m │ │ │ │ │ │ │ ├── sprow.mexmaci64 │ │ │ │ │ │ │ ├── timerclear.m │ │ │ │ │ │ │ ├── timereta.m │ │ │ │ │ │ │ └── timerinit.m │ │ │ │ │ │ ├── readme.txt │ │ │ │ │ │ └── showdict.m │ │ │ │ │ ├── ompbox10 │ │ │ │ │ │ ├── Contents.m │ │ │ │ │ │ ├── faq.txt │ │ │ │ │ │ ├── omp.m │ │ │ │ │ │ ├── omp2.m │ │ │ │ │ │ ├── ompdemo.m │ │ │ │ │ │ ├── ompspeedtest.m │ │ │ │ │ │ ├── ompver.m │ │ │ │ │ │ ├── private │ │ │ │ │ │ │ ├── make.m │ │ │ │ │ │ │ ├── mexutils.c │ │ │ │ │ │ │ ├── mexutils.h │ │ │ │ │ │ │ ├── myblas.c │ │ │ │ │ │ │ ├── myblas.h │ │ │ │ │ │ │ ├── omp2mex.c │ │ │ │ │ │ │ ├── omp2mex.m │ │ │ │ │ │ │ ├── omp2mex.mexmaci64 │ │ │ │ │ │ │ ├── ompcore.c │ │ │ │ │ │ │ ├── ompcore.h │ │ │ │ │ │ │ ├── ompmex.c │ │ │ │ │ │ │ ├── ompmex.m │ │ │ │ │ │ │ ├── ompmex.mexmaci64 │ │ │ │ │ │ │ ├── ompprof.c │ │ │ │ │ │ │ ├── ompprof.h │ │ │ │ │ │ │ ├── omputils.c │ │ │ │ │ │ │ ├── omputils.h │ │ │ │ │ │ │ └── printf.m │ │ │ │ │ │ └── readme.txt │ │ │ │ │ ├── spams-matlab │ │ │ │ │ │ ├── COPYING │ │ │ │ │ │ ├── HOW_TO_INSTALL.txt │ │ │ │ │ │ ├── build │ │ │ │ │ │ │ ├── displayPatches.m │ │ │ │ │ │ │ ├── mexBayer.m │ │ │ │ │ │ │ ├── mexCD.m │ │ │ │ │ │ │ ├── mexCD.mexmaci64 │ │ │ │ │ │ │ ├── mexCalcAAt.m │ │ │ │ │ │ │ ├── mexCalcAAt.mexmaci64 │ │ │ │ │ │ │ ├── mexCalcXAt.m │ │ │ │ │ │ │ ├── mexCalcXAt.mexmaci64 │ │ │ │ │ │ │ ├── mexCalcXY.m │ │ │ │ │ │ │ ├── mexCalcXY.mexmaci64 │ │ │ │ │ │ │ ├── mexCalcXYt.m │ │ │ │ │ │ │ ├── mexCalcXYt.mexmaci64 │ │ │ │ │ │ │ ├── mexCalcXtY.m │ │ │ │ │ │ │ ├── mexCalcXtY.mexmaci64 │ │ │ │ │ │ │ ├── mexConjGrad.m │ │ │ │ │ │ │ ├── mexConjGrad.mexmaci64 │ │ │ │ │ │ │ ├── mexCountConnexComponents.m │ │ │ │ │ │ │ ├── mexCountConnexComponents.mexmaci64 │ │ │ │ │ │ │ ├── mexCountPathsDAG.m │ │ │ │ │ │ │ ├── mexCountPathsDAG.mexmaci64 │ │ │ │ │ │ │ ├── mexEvalPathCoding.m │ │ │ │ │ │ │ ├── mexEvalPathCoding.mexmaci64 │ │ │ │ │ │ │ ├── mexFistaFlat.m │ │ │ │ │ │ │ ├── mexFistaFlat.mexmaci64 │ │ │ │ │ │ │ ├── mexFistaGraph.m │ │ │ │ │ │ │ ├── mexFistaGraph.mexmaci64 │ │ │ │ │ │ │ ├── mexFistaPathCoding.m │ │ │ │ │ │ │ ├── mexFistaPathCoding.mexmaci64 │ │ │ │ │ │ │ ├── mexFistaTree.m │ │ │ │ │ │ │ ├── mexFistaTree.mexmaci64 │ │ │ │ │ │ │ ├── mexInvSym.m │ │ │ │ │ │ │ ├── mexInvSym.mexmaci64 │ │ │ │ │ │ │ ├── mexL1L2BCD.m │ │ │ │ │ │ │ ├── mexL1L2BCD.mexmaci64 │ │ │ │ │ │ │ ├── mexLasso.m │ │ │ │ │ │ │ ├── mexLasso.mexmaci64 │ │ │ │ │ │ │ ├── mexLassoMask.m │ │ │ │ │ │ │ ├── mexLassoMask.mexmaci64 │ │ │ │ │ │ │ ├── mexLassoWeighted.m │ │ │ │ │ │ │ ├── mexLassoWeighted.mexmaci64 │ │ │ │ │ │ │ ├── mexNormalize.m │ │ │ │ │ │ │ ├── mexNormalize.mexmaci64 │ │ │ │ │ │ │ ├── mexOMP.m │ │ │ │ │ │ │ ├── mexOMP.mexmaci64 │ │ │ │ │ │ │ ├── mexOMPMask.m │ │ │ │ │ │ │ ├── mexOMPMask.mexmaci64 │ │ │ │ │ │ │ ├── mexProximalFlat.m │ │ │ │ │ │ │ ├── mexProximalFlat.mexmaci64 │ │ │ │ │ │ │ ├── mexProximalGraph.m │ │ │ │ │ │ │ ├── mexProximalGraph.mexmaci64 │ │ │ │ │ │ │ ├── mexProximalPathCoding.m │ │ │ │ │ │ │ ├── mexProximalPathCoding.mexmaci64 │ │ │ │ │ │ │ ├── mexProximalTree.m │ │ │ │ │ │ │ ├── mexProximalTree.mexmaci64 │ │ │ │ │ │ │ ├── mexRemoveCyclesGraph.m │ │ │ │ │ │ │ ├── mexRemoveCyclesGraph.mexmaci64 │ │ │ │ │ │ │ ├── mexSOMP.m │ │ │ │ │ │ │ ├── mexSOMP.mexmaci64 │ │ │ │ │ │ │ ├── mexSort.m │ │ │ │ │ │ │ ├── mexSort.mexmaci64 │ │ │ │ │ │ │ ├── mexSparseProject.m │ │ │ │ │ │ │ ├── mexSparseProject.mexmaci64 │ │ │ │ │ │ │ ├── mexTrainDL.m │ │ │ │ │ │ │ ├── mexTrainDL.mexmaci64 │ │ │ │ │ │ │ ├── mexTrainDL_Memory.m │ │ │ │ │ │ │ ├── mexTrainDL_Memory.mexmaci64 │ │ │ │ │ │ │ ├── nmf.m │ │ │ │ │ │ │ └── nnsc.m │ │ │ │ │ │ ├── compile.m │ │ │ │ │ │ ├── cpp_library │ │ │ │ │ │ │ ├── Makefile │ │ │ │ │ │ │ └── cppLasso.cpp │ │ │ │ │ │ ├── dags │ │ │ │ │ │ │ ├── dag.h │ │ │ │ │ │ │ └── mex │ │ │ │ │ │ │ │ ├── mexCountConnexComponents.cpp │ │ │ │ │ │ │ │ ├── mexCountPathsDAG.cpp │ │ │ │ │ │ │ │ └── mexRemoveCyclesGraph.cpp │ │ │ │ │ │ ├── data │ │ │ │ │ │ │ ├── boat.png │ │ │ │ │ │ │ └── lena.png │ │ │ │ │ │ ├── decomp │ │ │ │ │ │ │ ├── decomp.h │ │ │ │ │ │ │ └── mex │ │ │ │ │ │ │ │ ├── mexCD.cpp │ │ │ │ │ │ │ │ ├── mexL1L2BCD.cpp │ │ │ │ │ │ │ │ ├── mexLasso.cpp │ │ │ │ │ │ │ │ ├── mexLassoMask.cpp │ │ │ │ │ │ │ │ ├── mexLassoWeighted.cpp │ │ │ │ │ │ │ │ ├── mexOMP.cpp │ │ │ │ │ │ │ │ ├── mexOMPMask.cpp │ │ │ │ │ │ │ │ ├── mexSOMP.cpp │ │ │ │ │ │ │ │ └── mexSparseProject.cpp │ │ │ │ │ │ ├── dictLearn │ │ │ │ │ │ │ ├── dicts.h │ │ │ │ │ │ │ └── mex │ │ │ │ │ │ │ │ ├── mexTrainDL.cpp │ │ │ │ │ │ │ │ └── mexTrainDL_Memory.cpp │ │ │ │ │ │ ├── doc │ │ │ │ │ │ │ ├── Makefile │ │ │ │ │ │ │ ├── doc_spams.blg │ │ │ │ │ │ │ ├── doc_spams.haux │ │ │ │ │ │ │ ├── doc_spams.hbbl │ │ │ │ │ │ │ ├── doc_spams.htoc │ │ │ │ │ │ │ ├── doc_spams.pdf │ │ │ │ │ │ │ ├── doc_spams.tex │ │ │ │ │ │ │ ├── html │ │ │ │ │ │ │ │ ├── contents_motif.gif │ │ │ │ │ │ │ │ ├── doc_spams.css │ │ │ │ │ │ │ │ ├── doc_spams.html │ │ │ │ │ │ │ │ ├── doc_spams001.html │ │ │ │ │ │ │ │ ├── doc_spams002.html │ │ │ │ │ │ │ │ ├── doc_spams003.html │ │ │ │ │ │ │ │ ├── doc_spams004.html │ │ │ │ │ │ │ │ ├── doc_spams005.html │ │ │ │ │ │ │ │ ├── doc_spams006.html │ │ │ │ │ │ │ │ ├── doc_spams007.html │ │ │ │ │ │ │ │ ├── doc_spams008.html │ │ │ │ │ │ │ │ ├── doc_spams009.html │ │ │ │ │ │ │ │ ├── index.html │ │ │ │ │ │ │ │ ├── next_motif.gif │ │ │ │ │ │ │ │ └── previous_motif.gif │ │ │ │ │ │ │ ├── macrocss.hva │ │ │ │ │ │ │ ├── macros.tex │ │ │ │ │ │ │ ├── main.bib │ │ │ │ │ │ │ ├── make_release.sh │ │ │ │ │ │ │ └── style.css │ │ │ │ │ │ ├── get_architecture.m │ │ │ │ │ │ ├── linalg │ │ │ │ │ │ │ ├── cblas_alt_template.h │ │ │ │ │ │ │ ├── cblas_defvar.h │ │ │ │ │ │ │ ├── cblas_template.h │ │ │ │ │ │ │ ├── linalg.h │ │ │ │ │ │ │ ├── list.h │ │ │ │ │ │ │ ├── mex │ │ │ │ │ │ │ │ ├── mexBayer.cpp │ │ │ │ │ │ │ │ ├── mexCalcAAt.cpp │ │ │ │ │ │ │ │ ├── mexCalcXAt.cpp │ │ │ │ │ │ │ │ ├── mexCalcXY.cpp │ │ │ │ │ │ │ │ ├── mexCalcXYt.cpp │ │ │ │ │ │ │ │ ├── mexCalcXtY.cpp │ │ │ │ │ │ │ │ ├── mexConjGrad.cpp │ │ │ │ │ │ │ │ ├── mexInvSym.cpp │ │ │ │ │ │ │ │ ├── mexNormalize.cpp │ │ │ │ │ │ │ │ └── mexSort.cpp │ │ │ │ │ │ │ ├── mexutils.h │ │ │ │ │ │ │ ├── misc.h │ │ │ │ │ │ │ └── utils.h │ │ │ │ │ │ ├── prox │ │ │ │ │ │ │ ├── fista.h │ │ │ │ │ │ │ ├── mex │ │ │ │ │ │ │ │ ├── mexEvalPathCoding.cpp │ │ │ │ │ │ │ │ ├── mexFistaFlat.cpp │ │ │ │ │ │ │ │ ├── mexFistaGraph.cpp │ │ │ │ │ │ │ │ ├── mexFistaPathCoding.cpp │ │ │ │ │ │ │ │ ├── mexFistaTree.cpp │ │ │ │ │ │ │ │ ├── mexProximalFlat.cpp │ │ │ │ │ │ │ │ ├── mexProximalGraph.cpp │ │ │ │ │ │ │ │ ├── mexProximalPathCoding.cpp │ │ │ │ │ │ │ │ └── mexProximalTree.cpp │ │ │ │ │ │ │ └── project.h │ │ │ │ │ │ ├── run_matlab.sh │ │ │ │ │ │ ├── src_release │ │ │ │ │ │ │ ├── displayPatches.m │ │ │ │ │ │ │ ├── mexBayer.m │ │ │ │ │ │ │ ├── mexCD.m │ │ │ │ │ │ │ ├── mexCalcAAt.m │ │ │ │ │ │ │ ├── mexCalcXAt.m │ │ │ │ │ │ │ ├── mexCalcXY.m │ │ │ │ │ │ │ ├── mexCalcXYt.m │ │ │ │ │ │ │ ├── mexCalcXtY.m │ │ │ │ │ │ │ ├── mexConjGrad.m │ │ │ │ │ │ │ ├── mexCountConnexComponents.m │ │ │ │ │ │ │ ├── mexCountPathsDAG.m │ │ │ │ │ │ │ ├── mexEvalPathCoding.m │ │ │ │ │ │ │ ├── mexFistaFlat.m │ │ │ │ │ │ │ ├── mexFistaGraph.m │ │ │ │ │ │ │ ├── mexFistaPathCoding.m │ │ │ │ │ │ │ ├── mexFistaTree.m │ │ │ │ │ │ │ ├── mexInvSym.m │ │ │ │ │ │ │ ├── mexL1L2BCD.m │ │ │ │ │ │ │ ├── mexLasso.m │ │ │ │ │ │ │ ├── mexLassoMask.m │ │ │ │ │ │ │ ├── mexLassoWeighted.m │ │ │ │ │ │ │ ├── mexNormalize.m │ │ │ │ │ │ │ ├── mexOMP.m │ │ │ │ │ │ │ ├── mexOMPMask.m │ │ │ │ │ │ │ ├── mexProximalFlat.m │ │ │ │ │ │ │ ├── mexProximalGraph.m │ │ │ │ │ │ │ ├── mexProximalPathCoding.m │ │ │ │ │ │ │ ├── mexProximalTree.m │ │ │ │ │ │ │ ├── mexRemoveCyclesGraph.m │ │ │ │ │ │ │ ├── mexSOMP.m │ │ │ │ │ │ │ ├── mexSort.m │ │ │ │ │ │ │ ├── mexSparseProject.m │ │ │ │ │ │ │ ├── mexTrainDL.m │ │ │ │ │ │ │ ├── mexTrainDL_Memory.m │ │ │ │ │ │ │ ├── nmf.m │ │ │ │ │ │ │ └── nnsc.m │ │ │ │ │ │ ├── start_spams.m │ │ │ │ │ │ └── test_release │ │ │ │ │ │ │ ├── test_CD.m │ │ │ │ │ │ │ ├── test_CalcAAt.m │ │ │ │ │ │ │ ├── test_CalcXAt.m │ │ │ │ │ │ │ ├── test_CalcXY.m │ │ │ │ │ │ │ ├── test_CalcXYt.m │ │ │ │ │ │ │ ├── test_CalcXtY.m │ │ │ │ │ │ │ ├── test_ConjGrad.m │ │ │ │ │ │ │ ├── test_CountConnexComponents.m │ │ │ │ │ │ │ ├── test_CountPathsDAG.m │ │ │ │ │ │ │ ├── test_EvalPathCoding.m │ │ │ │ │ │ │ ├── test_FistaFlat.m │ │ │ │ │ │ │ ├── test_FistaGraph.m │ │ │ │ │ │ │ ├── test_FistaPathCoding.m │ │ │ │ │ │ │ ├── test_FistaTree.m │ │ │ │ │ │ │ ├── test_InvSym.m │ │ │ │ │ │ │ ├── test_L1L2BCD.m │ │ │ │ │ │ │ ├── test_Lasso.m │ │ │ │ │ │ │ ├── test_LassoMask.m │ │ │ │ │ │ │ ├── test_LassoWeighted.m │ │ │ │ │ │ │ ├── test_Normalize.m │ │ │ │ │ │ │ ├── test_OMP.m │ │ │ │ │ │ │ ├── test_OMPMask.m │ │ │ │ │ │ │ ├── test_ProximalFlat.m │ │ │ │ │ │ │ ├── test_ProximalGraph.m │ │ │ │ │ │ │ ├── test_ProximalPathCoding.m │ │ │ │ │ │ │ ├── test_ProximalTree.m │ │ │ │ │ │ │ ├── test_RemoveCyclesGraph.m │ │ │ │ │ │ │ ├── test_SOMP.m │ │ │ │ │ │ │ ├── test_Sort.m │ │ │ │ │ │ │ ├── test_SparseProject.m │ │ │ │ │ │ │ ├── test_TrainDL.m │ │ │ │ │ │ │ ├── test_TrainDL_Memory.m │ │ │ │ │ │ │ ├── test_all.m │ │ │ │ │ │ │ └── test_nmf.m │ │ │ │ │ ├── sparseLab │ │ │ │ │ │ ├── MatrixEnsemble.m │ │ │ │ │ │ ├── OptimalAlgortihmChecker.m │ │ │ │ │ │ ├── OptimumLambdaSigned.mat │ │ │ │ │ │ ├── RandomOrthoMatrix.m │ │ │ │ │ │ ├── RandomSphericalMatrix.m │ │ │ │ │ │ ├── ReadmeSlowOps.pdf │ │ │ │ │ │ ├── RecommendedIHT.m │ │ │ │ │ │ ├── RecommendedIST.m │ │ │ │ │ │ ├── RecommendedTST.m │ │ │ │ │ │ ├── SolveLasso.m │ │ │ │ │ │ ├── SolveOMP.m │ │ │ │ │ │ ├── SparseVector.m │ │ │ │ │ │ ├── UniformSphericalMatrix.m │ │ │ │ │ │ └── twonorm.m │ │ │ │ │ └── spud │ │ │ │ │ │ ├── ALM-JW │ │ │ │ │ │ ├── helpers │ │ │ │ │ │ │ ├── argmax.m │ │ │ │ │ │ │ ├── argmin.m │ │ │ │ │ │ │ ├── best_sign_perm.m │ │ │ │ │ │ │ ├── columnwise_uniform_support_pattern.m │ │ │ │ │ │ │ ├── greedy_sign_perm.m │ │ │ │ │ │ │ ├── naive_projection_A.m │ │ │ │ │ │ │ ├── norm1.m │ │ │ │ │ │ │ ├── normalize_columns.m │ │ │ │ │ │ │ ├── pos.m │ │ │ │ │ │ │ ├── shrink.m │ │ │ │ │ │ │ ├── square.m │ │ │ │ │ │ │ └── vec.m │ │ │ │ │ │ ├── l1Opt_fista.m │ │ │ │ │ │ ├── minimize_l1_l2_FISTA.m │ │ │ │ │ │ └── minimize_l1_lc.m │ │ │ │ │ │ ├── dl_spud.m │ │ │ │ │ │ ├── dl_spud_gd.m │ │ │ │ │ │ ├── perfect_matching │ │ │ │ │ │ ├── assignment.html │ │ │ │ │ │ ├── assignmentallpossible.m │ │ │ │ │ │ ├── assignmentoptimal.c │ │ │ │ │ │ ├── assignmentoptimal.m │ │ │ │ │ │ ├── assignmentoptimal.mexmaci64 │ │ │ │ │ │ ├── assignmentsuboptimal1.c │ │ │ │ │ │ ├── assignmentsuboptimal1.m │ │ │ │ │ │ ├── assignmentsuboptimal1.mexmaci64 │ │ │ │ │ │ ├── assignmentsuboptimal2.c │ │ │ │ │ │ ├── assignmentsuboptimal2.m │ │ │ │ │ │ ├── assignmentsuboptimal2.mexmaci64 │ │ │ │ │ │ ├── license.txt │ │ │ │ │ │ └── testassignment.m │ │ │ │ │ │ ├── sim_spud.m │ │ │ │ │ │ ├── spud_subproblem.m │ │ │ │ │ │ └── verify_dictionary.m │ │ │ │ ├── find_permutation.m │ │ │ │ ├── getLineStyle.m │ │ │ │ ├── heuristicRank.m │ │ │ │ ├── plotUtilityNew.m │ │ │ │ ├── sparseMult2.c │ │ │ │ └── sparseMult2.mexmaci64 │ │ │ ├── EMGMAMP │ │ │ │ ├── BG_update.m │ │ │ │ ├── CBG_update.m │ │ │ │ ├── CGM_update.m │ │ │ │ ├── EMBGAMP.m │ │ │ │ ├── EMBGAMP_website_ex.m │ │ │ │ ├── EMBGAMPdemo.m │ │ │ │ ├── EMGMAMP.m │ │ │ │ ├── EMGMAMPMOS.m │ │ │ │ ├── EMGMAMP_website_ex.m │ │ │ │ ├── EMGMAMPdemo.m │ │ │ │ ├── EMOpt.m │ │ │ │ ├── GM_update.m │ │ │ │ ├── README │ │ │ │ ├── check_opts.m │ │ │ │ ├── generate_Amat.m │ │ │ │ ├── inits.mat │ │ │ │ ├── plot_GM.m │ │ │ │ ├── randCGM.m │ │ │ │ ├── randGM.m │ │ │ │ ├── resize.m │ │ │ │ ├── set_initsBG.m │ │ │ │ └── set_initsGM.m │ │ │ ├── EMGMAMPnew │ │ │ │ ├── BG_update.m │ │ │ │ ├── CBG_update.m │ │ │ │ ├── CGM_update.m │ │ │ │ ├── EMBGAMP.m │ │ │ │ ├── EMGMAMP.m │ │ │ │ ├── EMGMAMPMOS.m │ │ │ │ ├── EMOpt.m │ │ │ │ ├── GM_update.m │ │ │ │ ├── README │ │ │ │ ├── check_opts.m │ │ │ │ ├── generate_Amat.m │ │ │ │ ├── inits.mat │ │ │ │ ├── plot_GM.m │ │ │ │ ├── random_state.mat │ │ │ │ ├── resize.m │ │ │ │ ├── set_initsBG.m │ │ │ │ └── set_initsGM.m │ │ │ ├── EMNNAMP │ │ │ │ ├── EMNNAMP.m │ │ │ │ ├── EMNNAMP_in_update.m │ │ │ │ ├── EMNNAMP_out_update.m │ │ │ │ ├── EMNNOpt.m │ │ │ │ ├── NNGMupdate.m │ │ │ │ ├── dirrnd.m │ │ │ │ ├── plot_NNGM.m │ │ │ │ ├── set_inits_EMNNAMP.m │ │ │ │ └── set_opts_EMNNAMP.m │ │ │ ├── GUI │ │ │ │ ├── +uiextras │ │ │ │ │ ├── Box.m │ │ │ │ │ ├── BoxPanel.m │ │ │ │ │ ├── ButtonBox.m │ │ │ │ │ ├── CardPanel.m │ │ │ │ │ ├── ChildEvent.m │ │ │ │ │ ├── Container.m │ │ │ │ │ ├── Contents.m │ │ │ │ │ ├── DecoratedPanel.m │ │ │ │ │ ├── Empty.m │ │ │ │ │ ├── Grid.m │ │ │ │ │ ├── GridFlex.m │ │ │ │ │ ├── HBox.m │ │ │ │ │ ├── HBoxFlex.m │ │ │ │ │ ├── HButtonBox.m │ │ │ │ │ ├── MousePointerHandler.m │ │ │ │ │ ├── Panel.m │ │ │ │ │ ├── Resources │ │ │ │ │ │ ├── panelClose.png │ │ │ │ │ │ ├── panelDock.png │ │ │ │ │ │ ├── panelHelp.png │ │ │ │ │ │ ├── panelMaximize.png │ │ │ │ │ │ ├── panelMinimize.png │ │ │ │ │ │ ├── panelUndock.png │ │ │ │ │ │ ├── tab_Background_NotSelected.png │ │ │ │ │ │ ├── tab_Background_Selected.png │ │ │ │ │ │ ├── tab_NoEdge_NotSelected.png │ │ │ │ │ │ ├── tab_NoEdge_Selected.png │ │ │ │ │ │ ├── tab_NotSelected_NoEdge.png │ │ │ │ │ │ ├── tab_NotSelected_NotSelected.png │ │ │ │ │ │ ├── tab_NotSelected_Selected.png │ │ │ │ │ │ ├── tab_Selected_NoEdge.png │ │ │ │ │ │ └── tab_Selected_NotSelected.png │ │ │ │ │ ├── TabPanel.m │ │ │ │ │ ├── VBox.m │ │ │ │ │ ├── VBoxFlex.m │ │ │ │ │ ├── VButtonBox.m │ │ │ │ │ ├── calculatePixelSizes.m │ │ │ │ │ ├── callCallback.m │ │ │ │ │ ├── findArg.m │ │ │ │ │ ├── get.m │ │ │ │ │ ├── interpretColor.m │ │ │ │ │ ├── loadLayoutIcon.m │ │ │ │ │ ├── makeFlexDivider.m │ │ │ │ │ ├── set.m │ │ │ │ │ └── unset.m │ │ │ │ ├── DemoGUI.m │ │ │ │ ├── GUIData.m │ │ │ │ └── Patch │ │ │ │ │ ├── README.txt │ │ │ │ │ ├── getpixelposition.p │ │ │ │ │ └── isHGUsingMATLABClasses.p │ │ │ ├── HUTAMP │ │ │ │ ├── EEalgs │ │ │ │ │ ├── FastSepNMF.m │ │ │ │ │ ├── PCA_FSNMF.m │ │ │ │ │ └── vca.m │ │ │ │ ├── EndExt.m │ │ │ │ ├── Gauss_Markov.m │ │ │ │ ├── HUTAMP.m │ │ │ │ ├── HUTAMPMOS.m │ │ │ │ ├── HUTOpt.m │ │ │ │ ├── SPD_MRF.m │ │ │ │ ├── abunInv │ │ │ │ │ └── hyperFclsMatlab.m │ │ │ │ ├── abun_update.m │ │ │ │ ├── find_perm.m │ │ │ │ ├── pseudoLF.m │ │ │ │ ├── set_inits_HUTAMP.m │ │ │ │ └── set_opts_HUTAMP.m │ │ │ ├── MRI │ │ │ │ ├── MRITest.m │ │ │ │ ├── MriEstimOut.m │ │ │ │ ├── MriLinTrans.m │ │ │ │ └── demo_cs_mri │ │ │ │ │ ├── @Emat_xy │ │ │ │ │ ├── Emat_xy.m │ │ │ │ │ ├── ctranspose.m │ │ │ │ │ ├── getElement.m │ │ │ │ │ └── mtimes.m │ │ │ │ │ ├── @Emat_xyt │ │ │ │ │ ├── Emat_xyt.m │ │ │ │ │ ├── ctranspose.m │ │ │ │ │ ├── getElement.m │ │ │ │ │ └── mtimes.m │ │ │ │ │ ├── @TVOP │ │ │ │ │ ├── TVOP.m │ │ │ │ │ ├── ctranspose.m │ │ │ │ │ ├── getElement.m │ │ │ │ │ ├── mtimes.m │ │ │ │ │ ├── private │ │ │ │ │ │ ├── D.m │ │ │ │ │ │ └── adjD.m │ │ │ │ │ └── times.m │ │ │ │ │ ├── @TempFFT │ │ │ │ │ ├── TempFFT.m │ │ │ │ │ ├── ctranspose.m │ │ │ │ │ ├── getElement.m │ │ │ │ │ └── mtimes.m │ │ │ │ │ ├── @Wavelet │ │ │ │ │ ├── Wavelet.m │ │ │ │ │ ├── ctranspose.m │ │ │ │ │ ├── getElement.m │ │ │ │ │ ├── mtimes.m │ │ │ │ │ └── times.m │ │ │ │ │ ├── CSL1NlCg.m │ │ │ │ │ ├── CSL1SoftThresh.m │ │ │ │ │ ├── example1_2d_brain_mri_cg.m │ │ │ │ │ ├── example2_2d_brain_mri_sth.m │ │ │ │ │ ├── example3_2d_cardiac_cine_cg.m │ │ │ │ │ ├── example4_2d_cardiac_cine_sth.asv │ │ │ │ │ ├── example4_2d_cardiac_cine_sth.m │ │ │ │ │ ├── fft2c_mri.m │ │ │ │ │ └── ifft2c_mri.m │ │ │ ├── PBiGAMP │ │ │ │ ├── Affine_ParametricZ.m │ │ │ │ ├── Calibration_PLinTrans.m │ │ │ │ ├── EMPBiGAMP.m │ │ │ │ ├── LowRank_Matrix_Recovery_ParametricZ.m │ │ │ │ ├── LowRank_Plus_Sparse_Matrix_Recovery_ParametricZ.m │ │ │ │ ├── Matrix_PLinTrans.m │ │ │ │ ├── Multiple_Snapshot_ParametricZ.m │ │ │ │ ├── PBiGAMP.m │ │ │ │ ├── PBiGAMPOpt.m │ │ │ │ ├── PBiGAMPProblem.m │ │ │ │ ├── PBiGAMPsimple.m │ │ │ │ ├── PLinTrans.m │ │ │ │ ├── ParametricZ.m │ │ │ │ ├── README.txt │ │ │ │ ├── checkOptions.m │ │ │ │ ├── path_setup.m │ │ │ │ ├── script_affine.m │ │ │ │ ├── script_calibration.m │ │ │ │ ├── script_low_rank_plus_sparse.m │ │ │ │ ├── tfocs_linop.m │ │ │ │ ├── trial_LowRank_Matrix_Recovery.m │ │ │ │ ├── trial_LowRank_Plus_Sparse_Matrix_Recovery.m │ │ │ │ ├── trial_affine.m │ │ │ │ ├── trial_calibration.m │ │ │ │ ├── vec.m │ │ │ │ ├── verify_formulation_calibration.m │ │ │ │ ├── verify_formulation_low_rank_matrix_recovery.m │ │ │ │ ├── verify_formulation_low_rank_plus_sparse_matrix_recovery.m │ │ │ │ ├── verify_formulation_multiple_snapshot.m │ │ │ │ └── verify_formulation_uniform_variance_low_rank_matrix_recovery.m │ │ │ ├── VAMP │ │ │ │ ├── VampGlmEst.m │ │ │ │ ├── VampGlmEst2.m │ │ │ │ ├── VampGlmOpt.m │ │ │ │ ├── VampGlmSE.m │ │ │ │ ├── VampSlmEst.m │ │ │ │ ├── VampSlmEst2.m │ │ │ │ ├── VampSlmOpt.m │ │ │ │ ├── VampSlmSE.m │ │ │ │ ├── demoVampGlm.m │ │ │ │ ├── demoVampSlm.m │ │ │ │ └── genMatSVD.m │ │ │ ├── classification │ │ │ │ ├── BayesError2variance.m │ │ │ │ ├── HingeLossEstimOut.m │ │ │ │ ├── LogitEstimOut.m │ │ │ │ ├── LogitGMparams.mat │ │ │ │ ├── MCOpt.m │ │ │ │ ├── MultiLogitEstimOut.m │ │ │ │ ├── ProbitEstimOut.m │ │ │ │ ├── RobustLogitEstimOut.m │ │ │ │ ├── RobustProbitEstimOut.m │ │ │ │ ├── SemiSuperProbitEstimOut.m │ │ │ │ ├── TDistEstimOut.m │ │ │ │ ├── UnlabeledEstimOut.m │ │ │ │ ├── buildDatasets.m │ │ │ │ ├── mcGAMP.m │ │ │ │ ├── setBGPriors.m │ │ │ │ ├── smlramp_demo1.m │ │ │ │ └── testErrorRate.m │ │ │ ├── examples │ │ │ │ ├── BiGAMP │ │ │ │ │ ├── matrixCompletion_compareCosts.m │ │ │ │ │ ├── setup_DL.m │ │ │ │ │ ├── setup_MC.m │ │ │ │ │ ├── setup_RPCA.m │ │ │ │ │ ├── simple_example_MC.m │ │ │ │ │ ├── trial_DL.m │ │ │ │ │ ├── trial_matrixCompletion.m │ │ │ │ │ ├── trial_matrixCompletion_UnknownRank.m │ │ │ │ │ └── trial_rpca.m │ │ │ │ ├── EMGMAMP │ │ │ │ │ ├── BGnoise_cost.m │ │ │ │ │ ├── EMBGAMP_website_ex.m │ │ │ │ │ ├── EMBGAMPdemo.m │ │ │ │ │ ├── EMGMAMP_website_ex.m │ │ │ │ │ ├── EMGMAMPdemo.m │ │ │ │ │ ├── EMNNAMP_website_ex.m │ │ │ │ │ ├── EMNNAMPdemo.m │ │ │ │ │ ├── autoTuneBGM.m │ │ │ │ │ ├── autoTuneMixGaus.m │ │ │ │ │ ├── moz1_11kHz.wav │ │ │ │ │ └── satimage.mat │ │ │ │ ├── LNPAdapt │ │ │ │ │ ├── LNPParam.m │ │ │ │ │ ├── LNPPlot.m │ │ │ │ │ ├── LNPSE.m │ │ │ │ │ ├── LNPTest.m │ │ │ │ │ ├── PoissPolyFn.m │ │ │ │ │ ├── PoissonNLEstim.m │ │ │ │ │ ├── PoissonNLOutAvg.m │ │ │ │ │ ├── data │ │ │ │ │ │ ├── LNPSE_beta125.mat │ │ │ │ │ │ ├── LNPSE_beta200.mat │ │ │ │ │ │ ├── LNPSim_beta125.mat │ │ │ │ │ │ └── LNPSim_beta200.mat │ │ │ │ │ └── polyFitCdf.m │ │ │ │ ├── PBiGAMP │ │ │ │ │ ├── PBiGAMPiidBGawgn.m │ │ │ │ │ ├── PBiGAMPiidBGawgnOpt.m │ │ │ │ │ ├── affine_BG_AWGN.m │ │ │ │ │ └── vsKM.m │ │ │ │ ├── ProbitSE │ │ │ │ │ ├── ProbitEmpirical.m │ │ │ │ │ ├── ProbitPhasePlane.m │ │ │ │ │ ├── ProbitSEParam.m │ │ │ │ │ ├── ProbitStateEvo.m │ │ │ │ │ ├── ProbitStateEvoEstimOut.m │ │ │ │ │ ├── produce_plots.m │ │ │ │ │ └── test_ProbitEstimOut.m │ │ │ │ ├── SNIPE │ │ │ │ │ └── snipe_as_overmatched_BernGauss.m │ │ │ │ ├── basic │ │ │ │ │ ├── AWGsignal_CAWGNmeas.m │ │ │ │ │ ├── simpleAWGN.m │ │ │ │ │ ├── simpleCAWGN.m │ │ │ │ │ └── simpleLS.m │ │ │ │ ├── hyperspectral │ │ │ │ │ ├── HU_pure_pixel.m │ │ │ │ │ └── data │ │ │ │ │ │ └── synth_HSI_USGS_stripes.mat │ │ │ │ ├── sparseEstim │ │ │ │ │ ├── muGampExample.m │ │ │ │ │ ├── sparseAWGN.m │ │ │ │ │ ├── sparseAWGN_demean.m │ │ │ │ │ └── sparseAWGN_robust.m │ │ │ │ └── sparseNL │ │ │ │ │ ├── NLEstimOutAvg.m │ │ │ │ │ ├── data │ │ │ │ │ ├── sparseNLSE_lin.mat │ │ │ │ │ ├── sparseNLSE_nonlin.mat │ │ │ │ │ └── sparseNLSim.mat │ │ │ │ │ ├── sparseNL.m │ │ │ │ │ ├── sparseNLParam.m │ │ │ │ │ ├── sparseNLPlot.m │ │ │ │ │ └── sparseNLSE.m │ │ │ ├── groupSparse │ │ │ │ ├── GrpSparseEstim.m │ │ │ │ ├── data │ │ │ │ │ ├── grpSparseSim.mat │ │ │ │ │ ├── grpSparseSim_omp.mat │ │ │ │ │ └── grpSparseSim_omp_amp.mat │ │ │ │ ├── grpLasso.m │ │ │ │ ├── grpOmp.m │ │ │ │ ├── grpSparsePlot.m │ │ │ │ ├── grpSparseTest.m │ │ │ │ └── grpSparseTestBatch.m │ │ │ ├── main │ │ │ │ ├── AmpOpt.m │ │ │ │ ├── AwbgnEstimOut.m │ │ │ │ ├── AwgnEstimIn.m │ │ │ │ ├── AwgnEstimOut.m │ │ │ │ ├── BGZeroMeanEstimIn.m │ │ │ │ ├── BlkdiagLinTrans.m │ │ │ │ ├── CAwgnEstimIn.m │ │ │ │ ├── CAwgnEstimOut.m │ │ │ │ ├── CGMEstimIn.m │ │ │ │ ├── CGaussMixEstimOut.m │ │ │ │ ├── CMultAwgnEstimOut.m │ │ │ │ ├── CQuantizeEstimOut.m │ │ │ │ ├── DCTLinTrans.m │ │ │ │ ├── DiracEstimIn.m │ │ │ │ ├── DiracEstimOut.m │ │ │ │ ├── DisCScaEstim.m │ │ │ │ ├── DisDist.m │ │ │ │ ├── DisScaEstim.m │ │ │ │ ├── ElasticNetEstimIn.m │ │ │ │ ├── EllpDMMEstimIn.m │ │ │ │ ├── EllpEstimIn.m │ │ │ │ ├── EstimIn.m │ │ │ │ ├── EstimInConcat.m │ │ │ │ ├── EstimOut.m │ │ │ │ ├── EstimOutConcat.m │ │ │ │ ├── ExpanderGraphLinTrans.m │ │ │ │ ├── FWHTLinTrans.m │ │ │ │ ├── FistaOpt.m │ │ │ │ ├── FourierLinTrans.m │ │ │ │ ├── FxnhandleEstimIn.m │ │ │ │ ├── FxnhandleLinTrans.m │ │ │ │ ├── GMEstimIn.m │ │ │ │ ├── GampOpt.m │ │ │ │ ├── GampOpt_legacy.m │ │ │ │ ├── GampRobustOpt.m │ │ │ │ ├── GaussMixEstimOut.m │ │ │ │ ├── IdentityLinTrans.m │ │ │ │ ├── KernelLinTrans.m │ │ │ │ ├── L1EstimOut.m │ │ │ │ ├── LTOperator.m │ │ │ │ ├── LaplaceEstimOut.m │ │ │ │ ├── LinTrans.m │ │ │ │ ├── LinTransCompose.m │ │ │ │ ├── LinTransConcat.m │ │ │ │ ├── LinTransDemean.m │ │ │ │ ├── LinTransDemeanRC.m │ │ │ │ ├── LinTransDiag.m │ │ │ │ ├── LinTransSubset.m │ │ │ │ ├── LinTransTV.m │ │ │ │ ├── LinTransWavelet.m │ │ │ │ ├── MaskedEstimOut.m │ │ │ │ ├── MatrixLinTrans.m │ │ │ │ ├── MedImageLinTrans.m │ │ │ │ ├── MixScaEstimIn.m │ │ │ │ ├── MultiSNIPEstim.m │ │ │ │ ├── NLEstimOut.m │ │ │ │ ├── NNGMEstimIn.m │ │ │ │ ├── NNSoftThreshEstimIn.m │ │ │ │ ├── NullEstimIn.m │ │ │ │ ├── PoissonEstim.m │ │ │ │ ├── QuantizeEstimOut.m │ │ │ │ ├── RandomUniTrans.m │ │ │ │ ├── SNIPEstim.m │ │ │ │ ├── SoftThreshDMMEstimIn.m │ │ │ │ ├── SoftThreshEstimIn.m │ │ │ │ ├── SparseScaEstim.m │ │ │ │ ├── ToeplitzLinTrans.m │ │ │ │ ├── TruthReporter.m │ │ │ │ ├── TuneVarEstimIn.m │ │ │ │ ├── UnifEstimIn.m │ │ │ │ ├── UnifVarLinTrans.m │ │ │ │ ├── Weibull.m │ │ │ │ ├── ampEst.m │ │ │ │ ├── appendEstHist.m │ │ │ │ ├── estimInvert.m │ │ │ │ ├── fastWHtrans.cpp │ │ │ │ ├── fastWHtrans.mexa64 │ │ │ │ ├── fastWHtrans.mexmaci64 │ │ │ │ ├── fistaEst.m │ │ │ │ ├── gampEst.m │ │ │ │ ├── gampEstBasic.m │ │ │ │ ├── gampEstSimp.m │ │ │ │ ├── gampEst_legacy.m │ │ │ │ ├── gampShowHist.m │ │ │ │ ├── genSparseMat.m │ │ │ │ ├── legacy │ │ │ │ │ ├── LinTransDemeanRC_old.m │ │ │ │ │ ├── LinTransMMV.m │ │ │ │ │ └── SimplifiedMatrixLinTrans.m │ │ │ │ ├── pcgHelper.m │ │ │ │ └── s_transform.m │ │ │ ├── matrixFactor │ │ │ │ ├── RankOneFitOpt.m │ │ │ │ ├── data │ │ │ │ │ ├── rankOneIter.eps │ │ │ │ │ ├── rankOneSE.mat │ │ │ │ │ ├── rankOneSim.eps │ │ │ │ │ ├── rankOneTest_iter.mat │ │ │ │ │ ├── rankOneTest_iterFac.mat │ │ │ │ │ └── rankOneTest_svd.mat │ │ │ │ ├── rankOneBatch.m │ │ │ │ ├── rankOneFit.m │ │ │ │ ├── rankOnePlot.m │ │ │ │ ├── rankOneSE.asv │ │ │ │ ├── rankOneSE.m │ │ │ │ └── rankOneTest.m │ │ │ ├── neural │ │ │ │ ├── connectivity │ │ │ │ │ ├── NeuralConnEstIn.m │ │ │ │ │ ├── NeuralConnOut.m │ │ │ │ │ ├── NeuralOutPolyEst.m │ │ │ │ │ ├── cosamp.m │ │ │ │ │ ├── data │ │ │ │ │ │ ├── connSim_nz300.mat │ │ │ │ │ │ └── connSim_nz500.mat │ │ │ │ │ ├── gampEstPoly.m │ │ │ │ │ ├── neuralConnSim.m │ │ │ │ │ ├── perrPlot.m │ │ │ │ │ └── perrThresh.m │ │ │ │ └── salamander │ │ │ │ │ ├── BinaryMatrix.m │ │ │ │ │ ├── LinTransNeural.m │ │ │ │ │ ├── NeuralInEst.m │ │ │ │ │ ├── NeuralOutEst.m │ │ │ │ │ ├── NeuralParam.m │ │ │ │ │ ├── binMatrixTest.m │ │ │ │ │ ├── data │ │ │ │ │ ├── neuralSim_ch15_c1_nt100000.mat │ │ │ │ │ ├── neuralSim_ch15_c1_nt25000.mat │ │ │ │ │ ├── neuralSim_ch15_c1_nt50000.mat │ │ │ │ │ └── neuralSim_ch30_c1_nt25000.mat │ │ │ │ │ ├── genStimMatrix.m │ │ │ │ │ ├── genStimMatrixFull.m │ │ │ │ │ ├── neuralDatFull.m │ │ │ │ │ ├── neuralEst.m │ │ │ │ │ ├── neuralGampEst.m │ │ │ │ │ ├── neuralPlot.m │ │ │ │ │ ├── nlFit.m │ │ │ │ │ ├── selRedPix.m │ │ │ │ │ ├── spikeLike.m │ │ │ │ │ └── staNL.m │ │ │ ├── phase │ │ │ │ ├── MaskedImagingDemo3.m │ │ │ │ ├── MaskedImagingDemo4.m │ │ │ │ ├── Satellite2.mat │ │ │ │ ├── bandTHzLinTrans.m │ │ │ │ ├── demo_prVAMP.m │ │ │ │ ├── disambig1Dfft.m │ │ │ │ ├── disambig1Drfft.m │ │ │ │ ├── disambig2Drfft.m │ │ │ │ ├── fienupEst.m │ │ │ │ ├── generatePRLinTrans.m │ │ │ │ ├── legacy │ │ │ │ │ ├── MaskedImagingDemo2.m │ │ │ │ │ ├── prGAMP.m │ │ │ │ │ └── prGAMP2.m │ │ │ │ ├── ncCAwgnEstimIn.m │ │ │ │ ├── ncCAwgnEstimOut.m │ │ │ │ ├── prGAMP3.m │ │ │ │ ├── prGAMP4.m │ │ │ │ └── sampTHzLinTrans.m │ │ │ ├── stateEvo │ │ │ │ ├── AwgnEstimOutAvg.m │ │ │ │ ├── EstimInAvg.m │ │ │ │ ├── EstimOutAvg.m │ │ │ │ ├── EstimOutAvg2.m │ │ │ │ ├── IntEstimInAvg.m │ │ │ │ ├── IntEstimOutAvg.m │ │ │ │ ├── ampSE.m │ │ │ │ └── gampSE.m │ │ │ ├── test │ │ │ │ ├── ConcaTest.m │ │ │ │ ├── FourierLinTransExample.m │ │ │ │ ├── LinTransDiagTest.m │ │ │ │ ├── SNIPE │ │ │ │ │ ├── test_multisnipe.m │ │ │ │ │ └── test_multisnipe_insitu.m │ │ │ │ ├── TestKernelGAMP.m │ │ │ │ ├── TestLogitGAMP.m │ │ │ │ ├── TestProbitGAMP.m │ │ │ │ ├── TestRobitGAMP.m │ │ │ │ ├── TestSVMGAMP.m │ │ │ │ ├── ToeplitzLinTransTest.m │ │ │ │ ├── estimTest.m │ │ │ │ ├── fistaTest.m │ │ │ │ ├── fistaTestReal.m │ │ │ │ ├── measSER.m │ │ │ │ ├── permute_struct.m │ │ │ │ ├── testBetheCost.m │ │ │ │ ├── testFxnhandleEstimIn.m │ │ │ │ ├── testGaussMixEstimOut.m │ │ │ │ ├── testLaplaceEstimOut.m │ │ │ │ ├── testSNIPE.m │ │ │ │ ├── testUnifEstimIn.m │ │ │ │ ├── test_ncCAwgnEstimIn.m │ │ │ │ ├── testlintrans.m │ │ │ │ ├── threshPlot.m │ │ │ │ └── warmStart │ │ │ │ │ ├── GampOpt_r395.m │ │ │ │ │ ├── gampEstNoAdapt.m │ │ │ │ │ ├── gampEst_r395.m │ │ │ │ │ ├── random_state.mat │ │ │ │ │ └── warmStartTest.m │ │ │ └── turboGAMP │ │ │ │ ├── ClassDefs │ │ │ │ ├── @GaussMarkovFieldArb │ │ │ │ │ ├── GaussMarkovFieldArb.m │ │ │ │ │ ├── genGMRF3D.m │ │ │ │ │ └── mk_2d_lattice.m │ │ │ │ ├── @MarkovField │ │ │ │ │ ├── MarkovField.m │ │ │ │ │ └── genMRF.m │ │ │ │ ├── @MarkovField3D │ │ │ │ │ ├── MarkovField3D.m │ │ │ │ │ ├── genMRF3D.m │ │ │ │ │ └── genMRF3Db.m │ │ │ │ ├── @MarkovFieldArb │ │ │ │ │ ├── MarkovFieldArb.m │ │ │ │ │ ├── MsgPassingTest.m │ │ │ │ │ └── genMRF3D.m │ │ │ │ ├── AmplitudeConcat.m │ │ │ │ ├── AmplitudeStruct.m │ │ │ │ ├── BernGauss.m │ │ │ │ ├── BernLaplace.m │ │ │ │ ├── CGM2EstimIn.m │ │ │ │ ├── ElasticNet.m │ │ │ │ ├── GAMPState.m │ │ │ │ ├── GM2EstimIn.m │ │ │ │ ├── GaussMarkov.m │ │ │ │ ├── GaussMarkovFieldArb.m │ │ │ │ ├── GaussMix.m │ │ │ │ ├── GaussMixNoise.m │ │ │ │ ├── GaussNoise.m │ │ │ │ ├── GenParams.m │ │ │ │ ├── JointSparse.m │ │ │ │ ├── Laplacian.m │ │ │ │ ├── MarkovChain1.m │ │ │ │ ├── MarkovChainD.m │ │ │ │ ├── NoAmplitudeStruct.m │ │ │ │ ├── NoSupportStruct.m │ │ │ │ ├── Observation.m │ │ │ │ ├── RunOptions.m │ │ │ │ ├── Signal.m │ │ │ │ ├── SignalConcat.m │ │ │ │ ├── SupportConcat.m │ │ │ │ ├── SupportStruct.m │ │ │ │ ├── Template.m │ │ │ │ └── TurboOpt.m │ │ │ │ ├── Demo │ │ │ │ └── TestEMturboGAMP.m │ │ │ │ ├── Functions │ │ │ │ ├── EMturboGAMP.m │ │ │ │ ├── nser.m │ │ │ │ └── signal_gen_fxn.m │ │ │ │ └── Tests │ │ │ │ ├── AudioCS │ │ │ │ ├── Mar_28_2012_test.m │ │ │ │ ├── gen_block.m │ │ │ │ └── moz1_11kHz.wav │ │ │ │ ├── DCS │ │ │ │ └── PhasePlane │ │ │ │ │ ├── BGphase_test.m │ │ │ │ │ ├── phase_test.m │ │ │ │ │ ├── produce_plots.m │ │ │ │ │ └── produce_plots2.m │ │ │ │ └── MMV │ │ │ │ ├── GM2PhasePlane │ │ │ │ ├── GM2phase_test.m │ │ │ │ ├── produce_plots.m │ │ │ │ ├── produce_plots2.m │ │ │ │ └── produce_plots3.m │ │ │ │ └── PhasePlane │ │ │ │ ├── BGphase_test.m │ │ │ │ ├── phase_test.m │ │ │ │ ├── produce_plots.m │ │ │ │ └── produce_plots2.m │ │ │ └── release │ │ │ ├── InstallMEX.m │ │ │ └── README.txt │ └── sparsepr │ │ ├── README.md │ │ ├── README.pdf │ │ ├── contrib │ │ └── Readme │ │ ├── demos │ │ ├── CPRL_cvx.m │ │ ├── CS.m │ │ ├── PhaseLift.m │ │ └── sparsePR.m │ │ ├── src │ │ ├── generateCPRLMeasurements.m │ │ ├── generateCSMeasurements.m │ │ ├── generateMeasurements.m │ │ ├── generateTestFunction.m │ │ └── initializeLinopPR.m │ │ ├── tests │ │ ├── CPRL_runtime_measurements_cvx.m │ │ ├── sparsePR_robustness.m │ │ └── sparsePR_runtime_measurements_cvx.m │ │ └── third │ │ ├── Readme │ │ └── TFOCS │ │ ├── .gitignore │ │ ├── @double │ │ ├── tfocs_dot.m │ │ ├── tfocs_size.m │ │ └── vec.m │ │ ├── @single │ │ ├── tfocs_dot.m │ │ ├── tfocs_size.m │ │ └── vec.m │ │ ├── @tfocs_tuple │ │ ├── abs.m │ │ ├── cell.m │ │ ├── disp.m │ │ ├── display.m │ │ ├── get.m │ │ ├── max.m │ │ ├── min.m │ │ ├── minus.m │ │ ├── mtimes.m │ │ ├── nnz.m │ │ ├── numel.m │ │ ├── plus.m │ │ ├── power.m │ │ ├── size.m │ │ ├── subsref.m │ │ ├── tfocs_dot.m │ │ ├── tfocs_normsq.m │ │ ├── tfocs_size.m │ │ ├── tfocs_tuple.m │ │ ├── tfocs_zeros.m │ │ ├── times.m │ │ └── uminus.m │ │ ├── CHANGELOG │ │ ├── Contents.m │ │ ├── LICENSE │ │ ├── README │ │ ├── README.md │ │ ├── continuation.m │ │ ├── examples │ │ ├── demos │ │ │ ├── SIAM_demo.m │ │ │ ├── callandmap.m │ │ │ ├── demo_MatrixCompletion.m │ │ │ ├── demo_SVM.m │ │ │ ├── demo_alternatingProjections.m │ │ │ ├── project2DCone.m │ │ │ └── recordPoints.m │ │ ├── largescale │ │ │ ├── BugsBunny.mat │ │ │ ├── PsiTransposeWFF.m │ │ │ ├── PsiWFF.m │ │ │ ├── README.txt │ │ │ ├── example_quantumTomography.m │ │ │ ├── explicitPauliTensor.m │ │ │ ├── findWeights.m │ │ │ ├── image_denoising_withSPOT.m │ │ │ ├── plotNow.m │ │ │ ├── test_SVM.m │ │ │ ├── test_sBPDN_W_largescale.m │ │ │ ├── test_sTV_Analysis_largescale.m │ │ │ └── test_sTV_largescale.m │ │ └── smallscale │ │ │ ├── README.txt │ │ │ ├── project_WeightedNorm.m │ │ │ ├── reference_solutions │ │ │ ├── LMI.mat │ │ │ ├── LMI_complex.mat │ │ │ ├── LP.mat │ │ │ ├── LP_box.mat │ │ │ ├── SDP.mat │ │ │ ├── SDP_complex.mat │ │ │ ├── basispursuit_WW_problem1_smoothed_noisy.mat │ │ │ ├── basispursuit_W_problem1_smoothed_noisy.mat │ │ │ ├── basispursuit_problem1_noisy.mat │ │ │ ├── basispursuit_problem1_smoothed_noiseless.mat │ │ │ ├── basispursuit_problem1_smoothed_noiseless_nonnegative.mat │ │ │ ├── basispursuit_problem1_smoothed_noisy.mat │ │ │ ├── basispursuit_problem1_smoothed_noisy_complex.mat │ │ │ ├── basispursuit_problem1_smoothed_noisy_complex_2.mat │ │ │ ├── basispursuit_problem1_smoothed_noisy_nonnegative.mat │ │ │ ├── blocknorm_smoothed_noisy.mat │ │ │ ├── complicatedProblem1.mat │ │ │ ├── dantzig_problem1_smoothed_noisy.mat │ │ │ ├── lasso_problem1_noisy.mat │ │ │ ├── nuclearNorm_problem1_noiseless.mat │ │ │ ├── ordered_lasso_problem1_noisy.mat │ │ │ ├── traceLS_problem1_noisy.mat │ │ │ ├── traceLS_problem2_noisy.mat │ │ │ └── tv_problem1_smoothed_noisy.mat │ │ │ ├── test_LASSO.m │ │ │ ├── test_LMI.m │ │ │ ├── test_LinearProgram.m │ │ │ ├── test_SDP.m │ │ │ ├── test_SLOPE.m │ │ │ ├── test_TraceLS.m │ │ │ ├── test_all.m │ │ │ ├── test_blockNorm.m │ │ │ ├── test_complicatedUsage.m │ │ │ ├── test_nuclearNorm.m │ │ │ ├── test_psdCompletion.m │ │ │ ├── test_quadratic.m │ │ │ ├── test_quadratic_constrained.m │ │ │ ├── test_sBP.m │ │ │ ├── test_sBPDN.m │ │ │ ├── test_sBPDN_W.m │ │ │ ├── test_sBPDN_WW.m │ │ │ ├── test_sBPDN_complex.m │ │ │ ├── test_sBPDN_complex_2.m │ │ │ ├── test_sBPDN_nonnegative.m │ │ │ ├── test_sBPDN_withContinuation.m │ │ │ ├── test_sBP_nonnegative.m │ │ │ ├── test_sDantzig.m │ │ │ ├── test_sDantzig_3methods.m │ │ │ ├── test_sTV.m │ │ │ └── test_variousSolvers.m │ │ ├── linop_TV.m │ │ ├── linop_TV3D.m │ │ ├── linop_adjoint.m │ │ ├── linop_compose.m │ │ ├── linop_dot.m │ │ ├── linop_explicit.m │ │ ├── linop_fft.m │ │ ├── linop_handles.m │ │ ├── linop_horzcat.m │ │ ├── linop_matrix.m │ │ ├── linop_normest.m │ │ ├── linop_reshape.m │ │ ├── linop_scale.m │ │ ├── linop_spot.m │ │ ├── linop_subsample.m │ │ ├── linop_test.m │ │ ├── linop_vec.m │ │ ├── linop_vertcat.m │ │ ├── mexFiles │ │ ├── makeMex.m │ │ ├── proxAdaptiveL1Mex.c │ │ ├── proxAdaptiveL1Mex.mex │ │ ├── proxAdaptiveL1Mex.mexa64 │ │ ├── proxAdaptiveL1Mex.mexmaci64 │ │ ├── shrink_mex.c │ │ └── shrink_mex.mexmaci64 │ │ ├── private │ │ ├── eig_backup.m │ │ ├── linop_identity.m │ │ ├── linop_stack.m │ │ ├── print_cell_size.m │ │ ├── prox_stack.m │ │ ├── safe_eig.m │ │ ├── size_ambig.m │ │ ├── size_compat.m │ │ ├── smooth_stack.m │ │ ├── solver_apply.m │ │ ├── tfocs_backtrack.m │ │ ├── tfocs_cleanup.m │ │ ├── tfocs_initialize.m │ │ ├── tfocs_iterate.m │ │ ├── tfocs_prox.m │ │ ├── tfocs_round.m │ │ ├── tfocs_smooth.m │ │ └── tfocs_zeros.m │ │ ├── proj_0.m │ │ ├── proj_Rn.m │ │ ├── proj_Rplus.m │ │ ├── proj_affine.m │ │ ├── proj_box.m │ │ ├── proj_boxAffine.m │ │ ├── proj_conic.m │ │ ├── proj_l1.m │ │ ├── proj_l1l2.m │ │ ├── proj_l2.m │ │ ├── proj_l2group.m │ │ ├── proj_linf.m │ │ ├── proj_linfl2.m │ │ ├── proj_max.m │ │ ├── proj_maxEig.m │ │ ├── proj_nuclear.m │ │ ├── proj_psd.m │ │ ├── proj_psdUTrace.m │ │ ├── proj_simplex.m │ │ ├── proj_singleAffine.m │ │ ├── proj_spectral.m │ │ ├── prox_0.m │ │ ├── prox_Sl1.m │ │ ├── prox_boxDual.m │ │ ├── prox_diag.m │ │ ├── prox_dualize.m │ │ ├── prox_hinge.m │ │ ├── prox_hingeDual.m │ │ ├── prox_l1.m │ │ ├── prox_l1_and_sum.m │ │ ├── prox_l1_deadzone.m │ │ ├── prox_l1_mat.m │ │ ├── prox_l1l2.m │ │ ├── prox_l1linf.m │ │ ├── prox_l1pos.m │ │ ├── prox_l2.m │ │ ├── prox_linf.m │ │ ├── prox_max.m │ │ ├── prox_maxEig.m │ │ ├── prox_nuclear.m │ │ ├── prox_scale.m │ │ ├── prox_shift.m │ │ ├── prox_spectral.m │ │ ├── prox_trace.m │ │ ├── randomizedSVD.m │ │ ├── smooth_constant.m │ │ ├── smooth_entropy.m │ │ ├── smooth_handles.m │ │ ├── smooth_huber.m │ │ ├── smooth_linear.m │ │ ├── smooth_logLLogistic.m │ │ ├── smooth_logLPoisson.m │ │ ├── smooth_logdet.m │ │ ├── smooth_logsumexp.m │ │ ├── smooth_quad.m │ │ ├── solver_L1RLS.m │ │ ├── solver_LASSO.m │ │ ├── solver_SLOPE.m │ │ ├── solver_TraceLS.m │ │ ├── solver_psdComp.m │ │ ├── solver_psdCompConstrainedTrace.m │ │ ├── solver_sBP.m │ │ ├── solver_sBPDN.m │ │ ├── solver_sBPDN_W.m │ │ ├── solver_sBPDN_WW.m │ │ ├── solver_sDantzig.m │ │ ├── solver_sDantzig_W.m │ │ ├── solver_sLMI.m │ │ ├── solver_sLP.m │ │ ├── solver_sLP_box.m │ │ ├── solver_sNuclearBP.m │ │ ├── solver_sNuclearBPDN.m │ │ ├── solver_sSDP.m │ │ ├── test_Lipschitz.m │ │ ├── test_nonsmooth.m │ │ ├── test_proxPair.m │ │ ├── test_smooth.m │ │ ├── tfocs.m │ │ ├── tfocs_AT.m │ │ ├── tfocs_GRA.m │ │ ├── tfocs_LLM.m │ │ ├── tfocs_N07.m │ │ ├── tfocs_N83.m │ │ ├── tfocs_SCD.m │ │ ├── tfocs_TS.m │ │ ├── tfocs_normsq.m │ │ ├── tfocs_version.m │ │ ├── tfocs_where.m │ │ ├── tfunc_scale.m │ │ ├── tfunc_sum.m │ │ ├── userguide.pdf │ │ └── userguide.tex ├── main_programs │ ├── Infer_channel_ADMM.m │ ├── RSS_Mobility.m │ ├── RSS_Mobility_simu.m │ ├── VS_M_real_rss.m │ ├── VS_SR_par.m │ ├── Vs_M.m │ ├── Vs_M_Wireless_Insite.m │ ├── Vs_M_par.m │ ├── Vs_SNR.m │ ├── Vs_SNR_par.m │ └── sub_VS_SR_par.m └── src │ ├── Generate_random_beam.m │ ├── Recover_Channel.m │ ├── construct_channel_representation.m │ ├── evaluate_plot_results │ ├── Evaluate_rss.m │ ├── Evaluation_H.m │ ├── Evaluation_Recovery.m │ ├── MyBeamSweeping.m │ ├── Plot_Recovery_Performance.m │ └── Plot_result.m │ ├── generate_channel │ ├── Generate_Channel.m │ ├── Generate_Channel_fix_angle.m │ └── Sparse_Channel_Formulation.m │ ├── generate_measurement │ └── Generate_Measurement.m │ ├── generate_sensing_matrix │ ├── Directional_Beam.m │ ├── Directional_Beam_Angular.m │ ├── Directional_Random_Beam.m │ ├── Generate_Sensing_Matrix.m │ ├── Generate_Sensing_Matrix_with_candidate.m │ ├── Quantize_PS.m │ └── Region_Random_Beam.m │ ├── my_recovery_algorithms │ ├── ADMM_v2 │ │ ├── ADMM_v2.m │ │ ├── inferLowRank.m │ │ ├── inferLowRankV2.m │ │ ├── inferLowRankV3.m │ │ ├── inferLowRankV4.m │ │ └── inferMinL2.m │ ├── MyCPR.m │ ├── MyCPRL.m │ ├── MyOMP.m │ ├── MyPRGAMP.m │ ├── MyPhaseLift.m │ ├── MySparsePL.m │ ├── My_Conventional_CS.m │ └── My_TwoStage_Recovery.m │ └── others │ ├── eig_decay.m │ ├── nuclear_norm.m │ ├── plot_deviation_from_power_law.m │ ├── plot_init.m │ ├── plot_l1_norm.asv │ ├── plot_l1_norm.m │ ├── plot_nuclear_norm.m │ ├── plot_power_law.m │ ├── show_beam_pattern.m │ ├── show_beam_width.m │ ├── variance_of_K_singular_values.m │ └── variance_with_K_singular_values.m ├── README.md ├── codebook ├── codebook_brd │ ├── ACO │ │ ├── load_aco_codebook_lower.sh │ │ ├── load_aco_codebook_upper.sh │ │ ├── wil6210_ACO_16ant_lower.brd │ │ └── wil6210_ACO_16ant_upper.brd │ ├── ACO_rx │ │ ├── ACO_rx_16ant.txt │ │ ├── wil6210_rx1.brd │ │ ├── wil6210_rx10.brd │ │ ├── wil6210_rx11.brd │ │ ├── wil6210_rx12.brd │ │ ├── wil6210_rx13.brd │ │ ├── wil6210_rx14.brd │ │ ├── wil6210_rx15.brd │ │ ├── wil6210_rx16.brd │ │ ├── wil6210_rx17.brd │ │ ├── wil6210_rx18.brd │ │ ├── wil6210_rx19.brd │ │ ├── wil6210_rx2.brd │ │ ├── wil6210_rx20.brd │ │ ├── wil6210_rx21.brd │ │ ├── wil6210_rx22.brd │ │ ├── wil6210_rx23.brd │ │ ├── wil6210_rx24.brd │ │ ├── wil6210_rx25.brd │ │ ├── wil6210_rx26.brd │ │ ├── wil6210_rx27.brd │ │ ├── wil6210_rx28.brd │ │ ├── wil6210_rx29.brd │ │ ├── wil6210_rx3.brd │ │ ├── wil6210_rx30.brd │ │ ├── wil6210_rx31.brd │ │ ├── wil6210_rx32.brd │ │ ├── wil6210_rx33.brd │ │ ├── wil6210_rx34.brd │ │ ├── wil6210_rx35.brd │ │ ├── wil6210_rx36.brd │ │ ├── wil6210_rx37.brd │ │ ├── wil6210_rx38.brd │ │ ├── wil6210_rx39.brd │ │ ├── wil6210_rx4.brd │ │ ├── wil6210_rx40.brd │ │ ├── wil6210_rx41.brd │ │ ├── wil6210_rx42.brd │ │ ├── wil6210_rx43.brd │ │ ├── wil6210_rx44.brd │ │ ├── wil6210_rx45.brd │ │ ├── wil6210_rx46.brd │ │ ├── wil6210_rx47.brd │ │ ├── wil6210_rx48.brd │ │ ├── wil6210_rx49.brd │ │ ├── wil6210_rx5.brd │ │ ├── wil6210_rx50.brd │ │ ├── wil6210_rx51.brd │ │ ├── wil6210_rx52.brd │ │ ├── wil6210_rx53.brd │ │ ├── wil6210_rx54.brd │ │ ├── wil6210_rx55.brd │ │ ├── wil6210_rx56.brd │ │ ├── wil6210_rx57.brd │ │ ├── wil6210_rx58.brd │ │ ├── wil6210_rx59.brd │ │ ├── wil6210_rx6.brd │ │ ├── wil6210_rx60.brd │ │ ├── wil6210_rx7.brd │ │ ├── wil6210_rx8.brd │ │ └── wil6210_rx9.brd │ ├── directional_16ant │ │ ├── codeboook_16ant_directional.txt │ │ ├── wil6210_rx1.brd │ │ ├── wil6210_rx10.brd │ │ ├── wil6210_rx11.brd │ │ ├── wil6210_rx12.brd │ │ ├── wil6210_rx13.brd │ │ ├── wil6210_rx14.brd │ │ ├── wil6210_rx15.brd │ │ ├── wil6210_rx16.brd │ │ ├── wil6210_rx17.brd │ │ ├── wil6210_rx18.brd │ │ ├── wil6210_rx19.brd │ │ ├── wil6210_rx2.brd │ │ ├── wil6210_rx20.brd │ │ ├── wil6210_rx21.brd │ │ ├── wil6210_rx22.brd │ │ ├── wil6210_rx23.brd │ │ ├── wil6210_rx24.brd │ │ ├── wil6210_rx25.brd │ │ ├── wil6210_rx26.brd │ │ ├── wil6210_rx27.brd │ │ ├── wil6210_rx28.brd │ │ ├── wil6210_rx29.brd │ │ ├── wil6210_rx3.brd │ │ ├── wil6210_rx30.brd │ │ ├── wil6210_rx31.brd │ │ ├── wil6210_rx32.brd │ │ ├── wil6210_rx4.brd │ │ ├── wil6210_rx5.brd │ │ ├── wil6210_rx6.brd │ │ ├── wil6210_rx7.brd │ │ ├── wil6210_rx8.brd │ │ ├── wil6210_rx9.brd │ │ └── wil6210_tx.brd │ ├── multires_16ant_rx │ │ ├── multires_16_rx.txt │ │ ├── multires_16_rx_actual.txt │ │ ├── wil6210_rx_cb1.brd │ │ ├── wil6210_rx_cb10.brd │ │ ├── wil6210_rx_cb100.brd │ │ ├── wil6210_rx_cb101.brd │ │ ├── wil6210_rx_cb102.brd │ │ ├── wil6210_rx_cb103.brd │ │ ├── wil6210_rx_cb104.brd │ │ ├── wil6210_rx_cb105.brd │ │ ├── wil6210_rx_cb106.brd │ │ ├── wil6210_rx_cb107.brd │ │ ├── wil6210_rx_cb108.brd │ │ ├── wil6210_rx_cb109.brd │ │ ├── wil6210_rx_cb11.brd │ │ ├── wil6210_rx_cb110.brd │ │ ├── wil6210_rx_cb111.brd │ │ ├── wil6210_rx_cb112.brd │ │ ├── wil6210_rx_cb113.brd │ │ ├── wil6210_rx_cb114.brd │ │ ├── wil6210_rx_cb115.brd │ │ ├── wil6210_rx_cb116.brd │ │ ├── wil6210_rx_cb117.brd │ │ ├── wil6210_rx_cb118.brd │ │ ├── wil6210_rx_cb119.brd │ │ ├── wil6210_rx_cb12.brd │ │ ├── wil6210_rx_cb120.brd │ │ ├── wil6210_rx_cb121.brd │ │ ├── wil6210_rx_cb122.brd │ │ ├── wil6210_rx_cb123.brd │ │ ├── wil6210_rx_cb124.brd │ │ ├── wil6210_rx_cb125.brd │ │ ├── wil6210_rx_cb126.brd │ │ ├── wil6210_rx_cb127.brd │ │ ├── wil6210_rx_cb128.brd │ │ ├── wil6210_rx_cb129.brd │ │ ├── wil6210_rx_cb13.brd │ │ ├── wil6210_rx_cb130.brd │ │ ├── wil6210_rx_cb131.brd │ │ ├── wil6210_rx_cb132.brd │ │ ├── wil6210_rx_cb133.brd │ │ ├── wil6210_rx_cb134.brd │ │ ├── wil6210_rx_cb135.brd │ │ ├── wil6210_rx_cb136.brd │ │ ├── wil6210_rx_cb137.brd │ │ ├── wil6210_rx_cb138.brd │ │ ├── wil6210_rx_cb139.brd │ │ ├── wil6210_rx_cb14.brd │ │ ├── wil6210_rx_cb140.brd │ │ ├── wil6210_rx_cb141.brd │ │ ├── wil6210_rx_cb142.brd │ │ ├── wil6210_rx_cb143.brd │ │ ├── wil6210_rx_cb144.brd │ │ ├── wil6210_rx_cb145.brd │ │ ├── wil6210_rx_cb146.brd │ │ ├── wil6210_rx_cb147.brd │ │ ├── wil6210_rx_cb148.brd │ │ ├── wil6210_rx_cb149.brd │ │ ├── wil6210_rx_cb15.brd │ │ ├── wil6210_rx_cb150.brd │ │ ├── wil6210_rx_cb151.brd │ │ ├── wil6210_rx_cb152.brd │ │ ├── wil6210_rx_cb153.brd │ │ ├── wil6210_rx_cb154.brd │ │ ├── wil6210_rx_cb155.brd │ │ ├── wil6210_rx_cb156.brd │ │ ├── wil6210_rx_cb157.brd │ │ ├── wil6210_rx_cb158.brd │ │ ├── wil6210_rx_cb159.brd │ │ ├── wil6210_rx_cb16.brd │ │ ├── wil6210_rx_cb160.brd │ │ ├── wil6210_rx_cb17.brd │ │ ├── wil6210_rx_cb18.brd │ │ ├── wil6210_rx_cb19.brd │ │ ├── wil6210_rx_cb2.brd │ │ ├── wil6210_rx_cb20.brd │ │ ├── wil6210_rx_cb21.brd │ │ ├── wil6210_rx_cb22.brd │ │ ├── wil6210_rx_cb23.brd │ │ ├── wil6210_rx_cb24.brd │ │ ├── wil6210_rx_cb25.brd │ │ ├── wil6210_rx_cb26.brd │ │ ├── wil6210_rx_cb27.brd │ │ ├── wil6210_rx_cb28.brd │ │ ├── wil6210_rx_cb29.brd │ │ ├── wil6210_rx_cb3.brd │ │ ├── wil6210_rx_cb30.brd │ │ ├── wil6210_rx_cb31.brd │ │ ├── wil6210_rx_cb32.brd │ │ ├── wil6210_rx_cb33.brd │ │ ├── wil6210_rx_cb34.brd │ │ ├── wil6210_rx_cb35.brd │ │ ├── wil6210_rx_cb36.brd │ │ ├── wil6210_rx_cb37.brd │ │ ├── wil6210_rx_cb38.brd │ │ ├── wil6210_rx_cb39.brd │ │ ├── wil6210_rx_cb4.brd │ │ ├── wil6210_rx_cb40.brd │ │ ├── wil6210_rx_cb41.brd │ │ ├── wil6210_rx_cb42.brd │ │ ├── wil6210_rx_cb43.brd │ │ ├── wil6210_rx_cb44.brd │ │ ├── wil6210_rx_cb45.brd │ │ ├── wil6210_rx_cb46.brd │ │ ├── wil6210_rx_cb47.brd │ │ ├── wil6210_rx_cb48.brd │ │ ├── wil6210_rx_cb49.brd │ │ ├── wil6210_rx_cb5.brd │ │ ├── wil6210_rx_cb50.brd │ │ ├── wil6210_rx_cb51.brd │ │ ├── wil6210_rx_cb52.brd │ │ ├── wil6210_rx_cb53.brd │ │ ├── wil6210_rx_cb54.brd │ │ ├── wil6210_rx_cb55.brd │ │ ├── wil6210_rx_cb56.brd │ │ ├── wil6210_rx_cb57.brd │ │ ├── wil6210_rx_cb58.brd │ │ ├── wil6210_rx_cb59.brd │ │ ├── wil6210_rx_cb6.brd │ │ ├── wil6210_rx_cb60.brd │ │ ├── wil6210_rx_cb61.brd │ │ ├── wil6210_rx_cb62.brd │ │ ├── wil6210_rx_cb63.brd │ │ ├── wil6210_rx_cb64.brd │ │ ├── wil6210_rx_cb65.brd │ │ ├── wil6210_rx_cb66.brd │ │ ├── wil6210_rx_cb67.brd │ │ ├── wil6210_rx_cb68.brd │ │ ├── wil6210_rx_cb69.brd │ │ ├── wil6210_rx_cb7.brd │ │ ├── wil6210_rx_cb70.brd │ │ ├── wil6210_rx_cb71.brd │ │ ├── wil6210_rx_cb72.brd │ │ ├── wil6210_rx_cb73.brd │ │ ├── wil6210_rx_cb74.brd │ │ ├── wil6210_rx_cb75.brd │ │ ├── wil6210_rx_cb76.brd │ │ ├── wil6210_rx_cb77.brd │ │ ├── wil6210_rx_cb78.brd │ │ ├── wil6210_rx_cb79.brd │ │ ├── wil6210_rx_cb8.brd │ │ ├── wil6210_rx_cb80.brd │ │ ├── wil6210_rx_cb81.brd │ │ ├── wil6210_rx_cb82.brd │ │ ├── wil6210_rx_cb83.brd │ │ ├── wil6210_rx_cb84.brd │ │ ├── wil6210_rx_cb85.brd │ │ ├── wil6210_rx_cb86.brd │ │ ├── wil6210_rx_cb87.brd │ │ ├── wil6210_rx_cb88.brd │ │ ├── wil6210_rx_cb89.brd │ │ ├── wil6210_rx_cb9.brd │ │ ├── wil6210_rx_cb90.brd │ │ ├── wil6210_rx_cb91.brd │ │ ├── wil6210_rx_cb92.brd │ │ ├── wil6210_rx_cb93.brd │ │ ├── wil6210_rx_cb94.brd │ │ ├── wil6210_rx_cb95.brd │ │ ├── wil6210_rx_cb96.brd │ │ ├── wil6210_rx_cb97.brd │ │ ├── wil6210_rx_cb98.brd │ │ └── wil6210_rx_cb99.brd │ ├── multires_16ant_tx │ │ ├── multires_16_tx.txt │ │ ├── multires_16_tx_actual.txt │ │ ├── wil6210_tx_cb1.brd │ │ ├── wil6210_tx_cb10.brd │ │ ├── wil6210_tx_cb100.brd │ │ ├── wil6210_tx_cb101.brd │ │ ├── wil6210_tx_cb102.brd │ │ ├── wil6210_tx_cb103.brd │ │ ├── wil6210_tx_cb104.brd │ │ ├── wil6210_tx_cb105.brd │ │ ├── wil6210_tx_cb106.brd │ │ ├── wil6210_tx_cb107.brd │ │ ├── wil6210_tx_cb108.brd │ │ ├── wil6210_tx_cb109.brd │ │ ├── wil6210_tx_cb11.brd │ │ ├── wil6210_tx_cb110.brd │ │ ├── wil6210_tx_cb111.brd │ │ ├── wil6210_tx_cb112.brd │ │ ├── wil6210_tx_cb113.brd │ │ ├── wil6210_tx_cb114.brd │ │ ├── wil6210_tx_cb115.brd │ │ ├── wil6210_tx_cb116.brd │ │ ├── wil6210_tx_cb117.brd │ │ ├── wil6210_tx_cb118.brd │ │ ├── wil6210_tx_cb119.brd │ │ ├── wil6210_tx_cb12.brd │ │ ├── wil6210_tx_cb120.brd │ │ ├── wil6210_tx_cb121.brd │ │ ├── wil6210_tx_cb122.brd │ │ ├── wil6210_tx_cb123.brd │ │ ├── wil6210_tx_cb124.brd │ │ ├── wil6210_tx_cb125.brd │ │ ├── wil6210_tx_cb126.brd │ │ ├── wil6210_tx_cb127.brd │ │ ├── wil6210_tx_cb128.brd │ │ ├── wil6210_tx_cb129.brd │ │ ├── wil6210_tx_cb13.brd │ │ ├── wil6210_tx_cb130.brd │ │ ├── wil6210_tx_cb131.brd │ │ ├── wil6210_tx_cb132.brd │ │ ├── wil6210_tx_cb133.brd │ │ ├── wil6210_tx_cb134.brd │ │ ├── wil6210_tx_cb135.brd │ │ ├── wil6210_tx_cb136.brd │ │ ├── wil6210_tx_cb137.brd │ │ ├── wil6210_tx_cb138.brd │ │ ├── wil6210_tx_cb139.brd │ │ ├── wil6210_tx_cb14.brd │ │ ├── wil6210_tx_cb140.brd │ │ ├── wil6210_tx_cb141.brd │ │ ├── wil6210_tx_cb142.brd │ │ ├── wil6210_tx_cb143.brd │ │ ├── wil6210_tx_cb144.brd │ │ ├── wil6210_tx_cb145.brd │ │ ├── wil6210_tx_cb146.brd │ │ ├── wil6210_tx_cb147.brd │ │ ├── wil6210_tx_cb148.brd │ │ ├── wil6210_tx_cb149.brd │ │ ├── wil6210_tx_cb15.brd │ │ ├── wil6210_tx_cb150.brd │ │ ├── wil6210_tx_cb151.brd │ │ ├── wil6210_tx_cb152.brd │ │ ├── wil6210_tx_cb153.brd │ │ ├── wil6210_tx_cb154.brd │ │ ├── wil6210_tx_cb155.brd │ │ ├── wil6210_tx_cb156.brd │ │ ├── wil6210_tx_cb157.brd │ │ ├── wil6210_tx_cb158.brd │ │ ├── wil6210_tx_cb159.brd │ │ ├── wil6210_tx_cb16.brd │ │ ├── wil6210_tx_cb160.brd │ │ ├── wil6210_tx_cb17.brd │ │ ├── wil6210_tx_cb18.brd │ │ ├── wil6210_tx_cb19.brd │ │ ├── wil6210_tx_cb2.brd │ │ ├── wil6210_tx_cb20.brd │ │ ├── wil6210_tx_cb21.brd │ │ ├── wil6210_tx_cb22.brd │ │ ├── wil6210_tx_cb23.brd │ │ ├── wil6210_tx_cb24.brd │ │ ├── wil6210_tx_cb25.brd │ │ ├── wil6210_tx_cb26.brd │ │ ├── wil6210_tx_cb27.brd │ │ ├── wil6210_tx_cb28.brd │ │ ├── wil6210_tx_cb29.brd │ │ ├── wil6210_tx_cb3.brd │ │ ├── wil6210_tx_cb30.brd │ │ ├── wil6210_tx_cb31.brd │ │ ├── wil6210_tx_cb32.brd │ │ ├── wil6210_tx_cb33.brd │ │ ├── wil6210_tx_cb34.brd │ │ ├── wil6210_tx_cb35.brd │ │ ├── wil6210_tx_cb36.brd │ │ ├── wil6210_tx_cb37.brd │ │ ├── wil6210_tx_cb38.brd │ │ ├── wil6210_tx_cb39.brd │ │ ├── wil6210_tx_cb4.brd │ │ ├── wil6210_tx_cb40.brd │ │ ├── wil6210_tx_cb41.brd │ │ ├── wil6210_tx_cb42.brd │ │ ├── wil6210_tx_cb43.brd │ │ ├── wil6210_tx_cb44.brd │ │ ├── wil6210_tx_cb45.brd │ │ ├── wil6210_tx_cb46.brd │ │ ├── wil6210_tx_cb47.brd │ │ ├── wil6210_tx_cb48.brd │ │ ├── wil6210_tx_cb49.brd │ │ ├── wil6210_tx_cb5.brd │ │ ├── wil6210_tx_cb50.brd │ │ ├── wil6210_tx_cb51.brd │ │ ├── wil6210_tx_cb52.brd │ │ ├── wil6210_tx_cb53.brd │ │ ├── wil6210_tx_cb54.brd │ │ ├── wil6210_tx_cb55.brd │ │ ├── wil6210_tx_cb56.brd │ │ ├── wil6210_tx_cb57.brd │ │ ├── wil6210_tx_cb58.brd │ │ ├── wil6210_tx_cb59.brd │ │ ├── wil6210_tx_cb6.brd │ │ ├── wil6210_tx_cb60.brd │ │ ├── wil6210_tx_cb61.brd │ │ ├── wil6210_tx_cb62.brd │ │ ├── wil6210_tx_cb63.brd │ │ ├── wil6210_tx_cb64.brd │ │ ├── wil6210_tx_cb65.brd │ │ ├── wil6210_tx_cb66.brd │ │ ├── wil6210_tx_cb67.brd │ │ ├── wil6210_tx_cb68.brd │ │ ├── wil6210_tx_cb69.brd │ │ ├── wil6210_tx_cb7.brd │ │ ├── wil6210_tx_cb70.brd │ │ ├── wil6210_tx_cb71.brd │ │ ├── wil6210_tx_cb72.brd │ │ ├── wil6210_tx_cb73.brd │ │ ├── wil6210_tx_cb74.brd │ │ ├── wil6210_tx_cb75.brd │ │ ├── wil6210_tx_cb76.brd │ │ ├── wil6210_tx_cb77.brd │ │ ├── wil6210_tx_cb78.brd │ │ ├── wil6210_tx_cb79.brd │ │ ├── wil6210_tx_cb8.brd │ │ ├── wil6210_tx_cb80.brd │ │ ├── wil6210_tx_cb81.brd │ │ ├── wil6210_tx_cb82.brd │ │ ├── wil6210_tx_cb83.brd │ │ ├── wil6210_tx_cb84.brd │ │ ├── wil6210_tx_cb85.brd │ │ ├── wil6210_tx_cb86.brd │ │ ├── wil6210_tx_cb87.brd │ │ ├── wil6210_tx_cb88.brd │ │ ├── wil6210_tx_cb89.brd │ │ ├── wil6210_tx_cb9.brd │ │ ├── wil6210_tx_cb90.brd │ │ ├── wil6210_tx_cb91.brd │ │ ├── wil6210_tx_cb92.brd │ │ ├── wil6210_tx_cb93.brd │ │ ├── wil6210_tx_cb94.brd │ │ ├── wil6210_tx_cb95.brd │ │ ├── wil6210_tx_cb96.brd │ │ ├── wil6210_tx_cb97.brd │ │ ├── wil6210_tx_cb98.brd │ │ └── wil6210_tx_cb99.brd │ ├── optimized_codebook │ │ ├── wil6210_optimized_rx1.brd │ │ ├── wil6210_optimized_rx2.brd │ │ ├── wil6210_optimized_rx3.brd │ │ ├── wil6210_optimized_rx4.brd │ │ ├── wil6210_optimized_rx5.brd │ │ ├── wil6210_optimized_rx6.brd │ │ ├── wil6210_optimized_rx7.brd │ │ ├── wil6210_optimized_rx8.brd │ │ └── wil6210_optimized_tx.brd │ ├── random_16ant_rx │ │ ├── random_codebook_16ant_rx.txt │ │ ├── wil6210_rx_16ant_cb1.brd │ │ ├── wil6210_rx_16ant_cb10.brd │ │ ├── wil6210_rx_16ant_cb11.brd │ │ ├── wil6210_rx_16ant_cb12.brd │ │ ├── wil6210_rx_16ant_cb13.brd │ │ ├── wil6210_rx_16ant_cb14.brd │ │ ├── wil6210_rx_16ant_cb15.brd │ │ ├── wil6210_rx_16ant_cb16.brd │ │ ├── wil6210_rx_16ant_cb17.brd │ │ ├── wil6210_rx_16ant_cb18.brd │ │ ├── wil6210_rx_16ant_cb19.brd │ │ ├── wil6210_rx_16ant_cb2.brd │ │ ├── wil6210_rx_16ant_cb20.brd │ │ ├── wil6210_rx_16ant_cb21.brd │ │ ├── wil6210_rx_16ant_cb22.brd │ │ ├── wil6210_rx_16ant_cb23.brd │ │ ├── wil6210_rx_16ant_cb24.brd │ │ ├── wil6210_rx_16ant_cb25.brd │ │ ├── wil6210_rx_16ant_cb26.brd │ │ ├── wil6210_rx_16ant_cb27.brd │ │ ├── wil6210_rx_16ant_cb28.brd │ │ ├── wil6210_rx_16ant_cb29.brd │ │ ├── wil6210_rx_16ant_cb3.brd │ │ ├── wil6210_rx_16ant_cb30.brd │ │ ├── wil6210_rx_16ant_cb31.brd │ │ ├── wil6210_rx_16ant_cb32.brd │ │ ├── wil6210_rx_16ant_cb33.brd │ │ ├── wil6210_rx_16ant_cb34.brd │ │ ├── wil6210_rx_16ant_cb35.brd │ │ ├── wil6210_rx_16ant_cb36.brd │ │ ├── wil6210_rx_16ant_cb37.brd │ │ ├── wil6210_rx_16ant_cb38.brd │ │ ├── wil6210_rx_16ant_cb39.brd │ │ ├── wil6210_rx_16ant_cb4.brd │ │ ├── wil6210_rx_16ant_cb40.brd │ │ ├── wil6210_rx_16ant_cb41.brd │ │ ├── wil6210_rx_16ant_cb42.brd │ │ ├── wil6210_rx_16ant_cb43.brd │ │ ├── wil6210_rx_16ant_cb44.brd │ │ ├── wil6210_rx_16ant_cb45.brd │ │ ├── wil6210_rx_16ant_cb46.brd │ │ ├── wil6210_rx_16ant_cb47.brd │ │ ├── wil6210_rx_16ant_cb48.brd │ │ ├── wil6210_rx_16ant_cb49.brd │ │ ├── wil6210_rx_16ant_cb5.brd │ │ ├── wil6210_rx_16ant_cb50.brd │ │ ├── wil6210_rx_16ant_cb51.brd │ │ ├── wil6210_rx_16ant_cb52.brd │ │ ├── wil6210_rx_16ant_cb53.brd │ │ ├── wil6210_rx_16ant_cb54.brd │ │ ├── wil6210_rx_16ant_cb55.brd │ │ ├── wil6210_rx_16ant_cb56.brd │ │ ├── wil6210_rx_16ant_cb57.brd │ │ ├── wil6210_rx_16ant_cb58.brd │ │ ├── wil6210_rx_16ant_cb59.brd │ │ ├── wil6210_rx_16ant_cb6.brd │ │ ├── wil6210_rx_16ant_cb60.brd │ │ ├── wil6210_rx_16ant_cb61.brd │ │ ├── wil6210_rx_16ant_cb62.brd │ │ ├── wil6210_rx_16ant_cb63.brd │ │ ├── wil6210_rx_16ant_cb64.brd │ │ ├── wil6210_rx_16ant_cb7.brd │ │ ├── wil6210_rx_16ant_cb8.brd │ │ └── wil6210_rx_16ant_cb9.brd │ ├── random_16ant_tx │ │ ├── random_codebook_16ant_tx.txt │ │ ├── wil6210_tx_cb1.brd │ │ ├── wil6210_tx_cb10.brd │ │ ├── wil6210_tx_cb11.brd │ │ ├── wil6210_tx_cb12.brd │ │ ├── wil6210_tx_cb13.brd │ │ ├── wil6210_tx_cb14.brd │ │ ├── wil6210_tx_cb15.brd │ │ ├── wil6210_tx_cb16.brd │ │ ├── wil6210_tx_cb17.brd │ │ ├── wil6210_tx_cb18.brd │ │ ├── wil6210_tx_cb19.brd │ │ ├── wil6210_tx_cb2.brd │ │ ├── wil6210_tx_cb20.brd │ │ ├── wil6210_tx_cb21.brd │ │ ├── wil6210_tx_cb22.brd │ │ ├── wil6210_tx_cb23.brd │ │ ├── wil6210_tx_cb24.brd │ │ ├── wil6210_tx_cb25.brd │ │ ├── wil6210_tx_cb26.brd │ │ ├── wil6210_tx_cb27.brd │ │ ├── wil6210_tx_cb28.brd │ │ ├── wil6210_tx_cb29.brd │ │ ├── wil6210_tx_cb3.brd │ │ ├── wil6210_tx_cb30.brd │ │ ├── wil6210_tx_cb31.brd │ │ ├── wil6210_tx_cb32.brd │ │ ├── wil6210_tx_cb33.brd │ │ ├── wil6210_tx_cb34.brd │ │ ├── wil6210_tx_cb35.brd │ │ ├── wil6210_tx_cb36.brd │ │ ├── wil6210_tx_cb37.brd │ │ ├── wil6210_tx_cb38.brd │ │ ├── wil6210_tx_cb39.brd │ │ ├── wil6210_tx_cb4.brd │ │ ├── wil6210_tx_cb40.brd │ │ ├── wil6210_tx_cb41.brd │ │ ├── wil6210_tx_cb42.brd │ │ ├── wil6210_tx_cb43.brd │ │ ├── wil6210_tx_cb44.brd │ │ ├── wil6210_tx_cb45.brd │ │ ├── wil6210_tx_cb46.brd │ │ ├── wil6210_tx_cb47.brd │ │ ├── wil6210_tx_cb48.brd │ │ ├── wil6210_tx_cb49.brd │ │ ├── wil6210_tx_cb5.brd │ │ ├── wil6210_tx_cb50.brd │ │ ├── wil6210_tx_cb51.brd │ │ ├── wil6210_tx_cb52.brd │ │ ├── wil6210_tx_cb53.brd │ │ ├── wil6210_tx_cb54.brd │ │ ├── wil6210_tx_cb55.brd │ │ ├── wil6210_tx_cb56.brd │ │ ├── wil6210_tx_cb57.brd │ │ ├── wil6210_tx_cb58.brd │ │ ├── wil6210_tx_cb59.brd │ │ ├── wil6210_tx_cb6.brd │ │ ├── wil6210_tx_cb60.brd │ │ ├── wil6210_tx_cb61.brd │ │ ├── wil6210_tx_cb62.brd │ │ ├── wil6210_tx_cb63.brd │ │ ├── wil6210_tx_cb64.brd │ │ ├── wil6210_tx_cb7.brd │ │ ├── wil6210_tx_cb8.brd │ │ └── wil6210_tx_cb9.brd │ ├── sweeping_phi_16ant │ │ ├── codeboook_16ant_sweeping_phi.txt │ │ ├── wil6210_rx1.brd │ │ ├── wil6210_rx10.brd │ │ ├── wil6210_rx11.brd │ │ ├── wil6210_rx12.brd │ │ ├── wil6210_rx13.brd │ │ ├── wil6210_rx14.brd │ │ ├── wil6210_rx15.brd │ │ ├── wil6210_rx16.brd │ │ ├── wil6210_rx17.brd │ │ ├── wil6210_rx18.brd │ │ ├── wil6210_rx19.brd │ │ ├── wil6210_rx2.brd │ │ ├── wil6210_rx20.brd │ │ ├── wil6210_rx21.brd │ │ ├── wil6210_rx22.brd │ │ ├── wil6210_rx23.brd │ │ ├── wil6210_rx24.brd │ │ ├── wil6210_rx25.brd │ │ ├── wil6210_rx26.brd │ │ ├── wil6210_rx27.brd │ │ ├── wil6210_rx28.brd │ │ ├── wil6210_rx29.brd │ │ ├── wil6210_rx3.brd │ │ ├── wil6210_rx30.brd │ │ ├── wil6210_rx31.brd │ │ ├── wil6210_rx32.brd │ │ ├── wil6210_rx4.brd │ │ ├── wil6210_rx5.brd │ │ ├── wil6210_rx6.brd │ │ ├── wil6210_rx7.brd │ │ ├── wil6210_rx8.brd │ │ ├── wil6210_rx9.brd │ │ └── wil6210_tx.brd │ └── sweeping_thetaNphi_16ant │ │ ├── wil6210_rx1.brd │ │ ├── wil6210_rx10.brd │ │ ├── wil6210_rx11.brd │ │ ├── wil6210_rx12.brd │ │ ├── wil6210_rx13.brd │ │ ├── wil6210_rx14.brd │ │ ├── wil6210_rx15.brd │ │ ├── wil6210_rx16.brd │ │ ├── wil6210_rx17.brd │ │ ├── wil6210_rx18.brd │ │ ├── wil6210_rx19.brd │ │ ├── wil6210_rx2.brd │ │ ├── wil6210_rx20.brd │ │ ├── wil6210_rx21.brd │ │ ├── wil6210_rx22.brd │ │ ├── wil6210_rx23.brd │ │ ├── wil6210_rx24.brd │ │ ├── wil6210_rx25.brd │ │ ├── wil6210_rx26.brd │ │ ├── wil6210_rx27.brd │ │ ├── wil6210_rx28.brd │ │ ├── wil6210_rx29.brd │ │ ├── wil6210_rx3.brd │ │ ├── wil6210_rx30.brd │ │ ├── wil6210_rx31.brd │ │ ├── wil6210_rx32.brd │ │ ├── wil6210_rx33.brd │ │ ├── wil6210_rx34.brd │ │ ├── wil6210_rx35.brd │ │ ├── wil6210_rx36.brd │ │ ├── wil6210_rx4.brd │ │ ├── wil6210_rx5.brd │ │ ├── wil6210_rx6.brd │ │ ├── wil6210_rx7.brd │ │ ├── wil6210_rx8.brd │ │ ├── wil6210_rx9.brd │ │ └── wil6210_tx.brd ├── codebook_mat │ ├── directional_codebook_16x16.mat │ ├── random_probe_cb_16x16.mat │ ├── random_probe_cb_16x16_multires.mat │ └── random_probe_cb_16x16_multires_actual.mat ├── directional_codebook_generator │ ├── AntennaPhaseShifts.m │ ├── GenerateBeamWeights.m │ ├── IdealSteeringVectorAllPanel.m │ ├── IdealSteeringVectorPerPanel.m │ └── steering_vector_calib.mat ├── generate_rx_codebook_16ant_ACO.py ├── generate_rx_codebook_16ant_directional.py ├── generate_rx_codebook_16ant_random.py ├── generate_rx_codebook_16ant_sweeping_phi.py ├── generate_rx_codebook_16ant_sweeping_thetaNphi.py ├── generate_rx_codebook_multires_16ant.py ├── generate_tx_codebook_16ant_directional.py ├── generate_tx_codebook_16ant_random.py ├── generate_tx_codebook_16ant_sweeping_phi.py ├── generate_tx_codebook_16ant_sweeping_thetaNphi.py ├── generate_tx_codebook_multires_16ant.py ├── group_antenna │ ├── group_ant_kernel.m │ ├── group_ant_main.m │ └── hardware_phaseoffset.mat ├── hardware_phaseoffset.mat ├── processsing_codebook_directional.m ├── processsing_codebook_multires.m ├── processsing_codebook_random.m ├── wil6210_sparrow_plus_rx.brd └── wil6210_sparrow_plus_tx.brd ├── firmware ├── ap_mmwave.conf ├── interfaces_mmwave_AP ├── load_csi_firmware.sh ├── load_ori_firmware.sh ├── ori_fw │ └── wil6210.fw ├── patched_fw │ └── README.md └── start_monitor.sh ├── main ├── 3rd_software_component │ ├── CoSaMP_OMP.mltbx │ ├── GAMP │ │ └── trunk │ │ │ ├── code │ │ │ ├── BiGAMP │ │ │ │ ├── BiGAMP.m │ │ │ │ ├── BiGAMPOpt.m │ │ │ │ ├── BiGAMPProblem.m │ │ │ │ ├── BiGAMP_Lite.m │ │ │ │ ├── BiGAMP_X2.m │ │ │ │ ├── EMBiGAMP_DL.m │ │ │ │ ├── EMBiGAMP_MC.m │ │ │ │ ├── EMBiGAMP_RPCA.m │ │ │ │ ├── checkOptions.m │ │ │ │ ├── coding_error.m │ │ │ │ ├── comparison_codes │ │ │ │ │ ├── LMaFit-SMS.v1 │ │ │ │ │ │ ├── README │ │ │ │ │ │ ├── demo_all.m │ │ │ │ │ │ ├── demo_chkb.m │ │ │ │ │ │ ├── demo_rand.m │ │ │ │ │ │ ├── demo_spim.m │ │ │ │ │ │ ├── lmafit_sms_v1.m │ │ │ │ │ │ └── lmafit_sms_v1_timing.m │ │ │ │ │ ├── LMaFit_adp │ │ │ │ │ │ ├── Run_Me_1st.m │ │ │ │ │ │ ├── Utilities │ │ │ │ │ │ │ ├── partXY.c │ │ │ │ │ │ │ ├── partXY.mexmaci64 │ │ │ │ │ │ │ ├── partXY_blas.c │ │ │ │ │ │ │ ├── updateSval.c │ │ │ │ │ │ │ ├── updateSval.mexmaci64 │ │ │ │ │ │ │ └── updateSval_blas.c │ │ │ │ │ │ ├── lmafit_mc_adp.m │ │ │ │ │ │ ├── lmafit_mc_adp_timing.m │ │ │ │ │ │ ├── perf-release │ │ │ │ │ │ │ ├── README.txt │ │ │ │ │ │ │ ├── Test_LMAFIT_Table_ill_cond.m │ │ │ │ │ │ │ ├── Test_LMAFIT_image.m │ │ │ │ │ │ │ ├── Test_MC_PhasePlot.m │ │ │ │ │ │ │ ├── Test_MC_PhasePlot_APGL.m │ │ │ │ │ │ │ ├── Test_MC_PhasePlot_FPCA.m │ │ │ │ │ │ │ ├── Test_MatComp_LMAFIT_Table_diff_FR_vary_optspace.m │ │ │ │ │ │ │ ├── Test_MatComp_LMAFIT_Table_diff_FR_vary_perf.m │ │ │ │ │ │ │ ├── matTvec.m │ │ │ │ │ │ │ ├── matvec.m │ │ │ │ │ │ │ ├── plot_LMAFIT_rank_estimate.m │ │ │ │ │ │ │ ├── plot_LMAFIT_residual.m │ │ │ │ │ │ │ ├── plot_phase_MC.m │ │ │ │ │ │ │ ├── randseed.m │ │ │ │ │ │ │ ├── readMovieLenData.m │ │ │ │ │ │ │ ├── readRealMatComp.m │ │ │ │ │ │ │ ├── runRandomMatComp_perf.m │ │ │ │ │ │ │ ├── runRealMatComp_perf_wen.m │ │ │ │ │ │ │ ├── run_all.m │ │ │ │ │ │ │ └── videocodes │ │ │ │ │ │ │ │ ├── avi2mat.m │ │ │ │ │ │ │ │ ├── extractFrame.m │ │ │ │ │ │ │ │ ├── extractFrameIdx.m │ │ │ │ │ │ │ │ ├── mat2mov.m │ │ │ │ │ │ │ │ ├── mat2rgb.m │ │ │ │ │ │ │ │ └── testMCvideoSamp.m │ │ │ │ │ │ └── testMC.m │ │ │ │ │ ├── MatrixALPS_v0p1 │ │ │ │ │ │ ├── ALPS │ │ │ │ │ │ │ ├── AdaptiveSampling.m │ │ │ │ │ │ │ ├── ApproximateVolumeSampling.m │ │ │ │ │ │ │ ├── LowRankApproximation.m │ │ │ │ │ │ │ ├── active_subspace_exp.m │ │ │ │ │ │ │ ├── lowrank_subspace_selection.m │ │ │ │ │ │ │ ├── matrixALPSI.m │ │ │ │ │ │ │ ├── matrixALPSII.m │ │ │ │ │ │ │ ├── matrixALPSII_QR.m │ │ │ │ │ │ │ └── matrixALPSII_QR_timing.m │ │ │ │ │ │ └── README.m │ │ │ │ │ ├── PROPACK_SVT │ │ │ │ │ │ ├── README.m │ │ │ │ │ │ ├── bdsqr.m │ │ │ │ │ │ ├── bdsqr.mexmaci64 │ │ │ │ │ │ ├── bdsqr_mex.c │ │ │ │ │ │ ├── compute_int.m │ │ │ │ │ │ ├── dbdqr.c │ │ │ │ │ │ ├── dbdqr.f │ │ │ │ │ │ ├── findBestMultiply.m │ │ │ │ │ │ ├── install_mex.m │ │ │ │ │ │ ├── lanbpro.m │ │ │ │ │ │ ├── lansvd.m │ │ │ │ │ │ ├── mexHelper.m │ │ │ │ │ │ ├── refinebounds.m │ │ │ │ │ │ ├── reorth.c │ │ │ │ │ │ ├── reorth.f │ │ │ │ │ │ ├── reorth.m │ │ │ │ │ │ ├── reorth.mexmaci64 │ │ │ │ │ │ ├── reorth_complex.m │ │ │ │ │ │ ├── reorth_m.m │ │ │ │ │ │ ├── reorth_mex.c │ │ │ │ │ │ ├── test_PROPACK.m │ │ │ │ │ │ └── thresh.m │ │ │ │ │ ├── README.m │ │ │ │ │ ├── VBLRMat │ │ │ │ │ │ ├── Readme.txt │ │ │ │ │ │ ├── RunVBMC.m │ │ │ │ │ │ ├── RunVBRPCA.m │ │ │ │ │ │ ├── VBMC.m │ │ │ │ │ │ ├── VBMC_timing.m │ │ │ │ │ │ ├── VBRPCA.m │ │ │ │ │ │ └── VBRPCA_timing.m │ │ │ │ │ ├── grasta │ │ │ │ │ │ ├── GPL.txt │ │ │ │ │ │ ├── LGPL.txt │ │ │ │ │ │ ├── LICENSE.txt │ │ │ │ │ │ ├── admm_srp.m │ │ │ │ │ │ ├── bgfg_seperation_grasta.m │ │ │ │ │ │ ├── bgtraining.m │ │ │ │ │ │ ├── column.pdf │ │ │ │ │ │ ├── grasta_RobustMC_demo.m │ │ │ │ │ │ ├── grasta_mc.m │ │ │ │ │ │ ├── grasta_mc_timing.m │ │ │ │ │ │ ├── grasta_path.m │ │ │ │ │ │ ├── grasta_stream.m │ │ │ │ │ │ ├── make_video │ │ │ │ │ │ │ ├── ReProCS │ │ │ │ │ │ │ │ ├── Projection.m │ │ │ │ │ │ │ │ ├── Yall1 │ │ │ │ │ │ │ │ │ ├── Readme.txt │ │ │ │ │ │ │ │ │ └── yall1.m │ │ │ │ │ │ │ │ ├── gs.m │ │ │ │ │ │ │ │ ├── recursivePCA.m │ │ │ │ │ │ │ │ └── subLS.m │ │ │ │ │ │ │ ├── bgfg_seperation_ReProCSmod.m │ │ │ │ │ │ │ ├── bgfg_seperation_mf.m │ │ │ │ │ │ │ ├── frames2matrix.m │ │ │ │ │ │ │ ├── inexact_alm_rpca │ │ │ │ │ │ │ │ ├── PROPACK │ │ │ │ │ │ │ │ │ ├── Afunc.m │ │ │ │ │ │ │ │ │ ├── AtAfunc.m │ │ │ │ │ │ │ │ │ ├── Atransfunc.m │ │ │ │ │ │ │ │ │ ├── Cfunc.m │ │ │ │ │ │ │ │ │ ├── bdsqr.m │ │ │ │ │ │ │ │ │ ├── bdsqr.mexglx │ │ │ │ │ │ │ │ │ ├── bdsqr.mexsg │ │ │ │ │ │ │ │ │ ├── bdsqr.mexsg64 │ │ │ │ │ │ │ │ │ ├── bdsqr.mexsol │ │ │ │ │ │ │ │ │ ├── bdsqr.mexw32 │ │ │ │ │ │ │ │ │ ├── bdsqr_mex.c │ │ │ │ │ │ │ │ │ ├── compute_int.m │ │ │ │ │ │ │ │ │ ├── dbdqr.f │ │ │ │ │ │ │ │ │ ├── helio.mat │ │ │ │ │ │ │ │ │ ├── lanbpro.doc │ │ │ │ │ │ │ │ │ ├── lanbpro.m │ │ │ │ │ │ │ │ │ ├── lanbpro.txt │ │ │ │ │ │ │ │ │ ├── laneig.doc │ │ │ │ │ │ │ │ │ ├── laneig.m │ │ │ │ │ │ │ │ │ ├── laneig.txt │ │ │ │ │ │ │ │ │ ├── lanpro.doc │ │ │ │ │ │ │ │ │ ├── lanpro.m │ │ │ │ │ │ │ │ │ ├── lanpro.txt │ │ │ │ │ │ │ │ │ ├── lansvd.doc │ │ │ │ │ │ │ │ │ ├── lansvd.m │ │ │ │ │ │ │ │ │ ├── lansvd.txt │ │ │ │ │ │ │ │ │ ├── mminfo.m │ │ │ │ │ │ │ │ │ ├── mmread.m │ │ │ │ │ │ │ │ │ ├── mmwrite.m │ │ │ │ │ │ │ │ │ ├── pythag.m │ │ │ │ │ │ │ │ │ ├── refinebounds.m │ │ │ │ │ │ │ │ │ ├── reorth.f │ │ │ │ │ │ │ │ │ ├── reorth.m │ │ │ │ │ │ │ │ │ ├── reorth.mexglx │ │ │ │ │ │ │ │ │ ├── reorth.mexsg │ │ │ │ │ │ │ │ │ ├── reorth.mexsg64 │ │ │ │ │ │ │ │ │ ├── reorth.mexsol │ │ │ │ │ │ │ │ │ ├── reorth_mex.c │ │ │ │ │ │ │ │ │ ├── test.m │ │ │ │ │ │ │ │ │ ├── testtqlb.m │ │ │ │ │ │ │ │ │ ├── tqlb.f │ │ │ │ │ │ │ │ │ ├── tqlb.m │ │ │ │ │ │ │ │ │ ├── tqlb.mexglx │ │ │ │ │ │ │ │ │ ├── tqlb.mexsg │ │ │ │ │ │ │ │ │ ├── tqlb.mexsg64 │ │ │ │ │ │ │ │ │ ├── tqlb.mexsol │ │ │ │ │ │ │ │ │ ├── tqlb_mex.c │ │ │ │ │ │ │ │ │ └── update_gbound.m │ │ │ │ │ │ │ │ ├── choosvd.m │ │ │ │ │ │ │ │ ├── ialm_demo.m │ │ │ │ │ │ │ │ └── inexact_alm_rpca.m │ │ │ │ │ │ │ ├── make_video.m │ │ │ │ │ │ │ ├── median_filter_bg.m │ │ │ │ │ │ │ └── videoFrames.m │ │ │ │ │ │ ├── mex │ │ │ │ │ │ │ ├── blas_win32_MT.dll │ │ │ │ │ │ │ ├── lapack-win32 │ │ │ │ │ │ │ │ ├── README.txt │ │ │ │ │ │ │ │ ├── blas_win32_MT.lib │ │ │ │ │ │ │ │ └── lapack_win32_MT.lib │ │ │ │ │ │ │ ├── lapack_win32_MT.dll │ │ │ │ │ │ │ ├── mex_srp.cpp │ │ │ │ │ │ │ ├── mex_srp.mexmaci64 │ │ │ │ │ │ │ └── mex_srp.mexw32 │ │ │ │ │ │ ├── outliers.pdf │ │ │ │ │ │ ├── util │ │ │ │ │ │ │ ├── calc_fgroc.m │ │ │ │ │ │ │ ├── calc_precision_recall.m │ │ │ │ │ │ │ ├── fg_thresholding.m │ │ │ │ │ │ │ └── groundTruthFrames.m │ │ │ │ │ │ └── video_demo.m │ │ │ │ │ ├── grouse │ │ │ │ │ │ ├── grouse.m │ │ │ │ │ │ ├── grouse_timing.m │ │ │ │ │ │ └── rungrouse.m │ │ │ │ │ ├── inexact_alm_mc │ │ │ │ │ │ ├── Atxz.m │ │ │ │ │ │ ├── Axz.m │ │ │ │ │ │ ├── UVtOmega.m │ │ │ │ │ │ ├── choosvd.m │ │ │ │ │ │ ├── inexact_alm_mc.m │ │ │ │ │ │ ├── inexact_alm_mc_tasos.m │ │ │ │ │ │ ├── inexact_alm_mc_tasos_timing.m │ │ │ │ │ │ ├── inexact_alm_mc_timing.m │ │ │ │ │ │ ├── myRandsample.m │ │ │ │ │ │ └── test_alm_mc.m │ │ │ │ │ ├── inexact_alm_rpca │ │ │ │ │ │ ├── choosvd.m │ │ │ │ │ │ ├── inexact_alm_rpca.m │ │ │ │ │ │ ├── inexact_alm_rpca_tasos_timing.m │ │ │ │ │ │ └── inexact_alm_rpca_timing.m │ │ │ │ │ ├── ksvdbox13 │ │ │ │ │ │ ├── Contents.m │ │ │ │ │ │ ├── bigampdenoise.m │ │ │ │ │ │ ├── bigampdenoisedemo.m │ │ │ │ │ │ ├── faq.txt │ │ │ │ │ │ ├── images │ │ │ │ │ │ │ ├── barbara.png │ │ │ │ │ │ │ ├── boat.png │ │ │ │ │ │ │ ├── house.png │ │ │ │ │ │ │ ├── lena.png │ │ │ │ │ │ │ └── peppers.png │ │ │ │ │ │ ├── ksvd.m │ │ │ │ │ │ ├── ksvddemo.m │ │ │ │ │ │ ├── ksvddenoise.m │ │ │ │ │ │ ├── ksvddenoisedemo.m │ │ │ │ │ │ ├── ksvdver.m │ │ │ │ │ │ ├── odct2dict.m │ │ │ │ │ │ ├── odct3dict.m │ │ │ │ │ │ ├── odctdict.m │ │ │ │ │ │ ├── odctndict.m │ │ │ │ │ │ ├── ompdenoise.m │ │ │ │ │ │ ├── ompdenoise1.m │ │ │ │ │ │ ├── ompdenoise2.m │ │ │ │ │ │ ├── ompdenoise3.m │ │ │ │ │ │ ├── private │ │ │ │ │ │ │ ├── add_dc.m │ │ │ │ │ │ │ ├── addtocols.c │ │ │ │ │ │ │ ├── addtocols.m │ │ │ │ │ │ │ ├── addtocols.mexmaci64 │ │ │ │ │ │ │ ├── col2imstep.c │ │ │ │ │ │ │ ├── col2imstep.m │ │ │ │ │ │ │ ├── col2imstep.mexmaci64 │ │ │ │ │ │ │ ├── collincomb.c │ │ │ │ │ │ │ ├── collincomb.m │ │ │ │ │ │ │ ├── collincomb.mexmaci64 │ │ │ │ │ │ │ ├── countcover.m │ │ │ │ │ │ │ ├── dictdist.m │ │ │ │ │ │ │ ├── im2colstep.c │ │ │ │ │ │ │ ├── im2colstep.m │ │ │ │ │ │ │ ├── im2colstep.mexmaci64 │ │ │ │ │ │ │ ├── imnormalize.m │ │ │ │ │ │ │ ├── iswhole.m │ │ │ │ │ │ │ ├── make.m │ │ │ │ │ │ │ ├── mexutils.c │ │ │ │ │ │ │ ├── mexutils.h │ │ │ │ │ │ │ ├── normcols.m │ │ │ │ │ │ │ ├── printf.m │ │ │ │ │ │ │ ├── reggrid.m │ │ │ │ │ │ │ ├── remove_dc.m │ │ │ │ │ │ │ ├── rowlincomb.c │ │ │ │ │ │ │ ├── rowlincomb.m │ │ │ │ │ │ │ ├── rowlincomb.mexmaci64 │ │ │ │ │ │ │ ├── sampgrid.m │ │ │ │ │ │ │ ├── secs2hms.m │ │ │ │ │ │ │ ├── spdiag.m │ │ │ │ │ │ │ ├── sprow.c │ │ │ │ │ │ │ ├── sprow.m │ │ │ │ │ │ │ ├── sprow.mexmaci64 │ │ │ │ │ │ │ ├── timerclear.m │ │ │ │ │ │ │ ├── timereta.m │ │ │ │ │ │ │ └── timerinit.m │ │ │ │ │ │ ├── readme.txt │ │ │ │ │ │ └── showdict.m │ │ │ │ │ ├── ompbox10 │ │ │ │ │ │ ├── Contents.m │ │ │ │ │ │ ├── faq.txt │ │ │ │ │ │ ├── omp.m │ │ │ │ │ │ ├── omp2.m │ │ │ │ │ │ ├── ompdemo.m │ │ │ │ │ │ ├── ompspeedtest.m │ │ │ │ │ │ ├── ompver.m │ │ │ │ │ │ ├── private │ │ │ │ │ │ │ ├── make.m │ │ │ │ │ │ │ ├── mexutils.c │ │ │ │ │ │ │ ├── mexutils.h │ │ │ │ │ │ │ ├── myblas.c │ │ │ │ │ │ │ ├── myblas.h │ │ │ │ │ │ │ ├── omp2mex.c │ │ │ │ │ │ │ ├── omp2mex.m │ │ │ │ │ │ │ ├── omp2mex.mexmaci64 │ │ │ │ │ │ │ ├── ompcore.c │ │ │ │ │ │ │ ├── ompcore.h │ │ │ │ │ │ │ ├── ompmex.c │ │ │ │ │ │ │ ├── ompmex.m │ │ │ │ │ │ │ ├── ompmex.mexmaci64 │ │ │ │ │ │ │ ├── ompprof.c │ │ │ │ │ │ │ ├── ompprof.h │ │ │ │ │ │ │ ├── omputils.c │ │ │ │ │ │ │ ├── omputils.h │ │ │ │ │ │ │ └── printf.m │ │ │ │ │ │ └── readme.txt │ │ │ │ │ ├── spams-matlab │ │ │ │ │ │ ├── COPYING │ │ │ │ │ │ ├── HOW_TO_INSTALL.txt │ │ │ │ │ │ ├── build │ │ │ │ │ │ │ ├── displayPatches.m │ │ │ │ │ │ │ ├── mexBayer.m │ │ │ │ │ │ │ ├── mexCD.m │ │ │ │ │ │ │ ├── mexCD.mexmaci64 │ │ │ │ │ │ │ ├── mexCalcAAt.m │ │ │ │ │ │ │ ├── mexCalcAAt.mexmaci64 │ │ │ │ │ │ │ ├── mexCalcXAt.m │ │ │ │ │ │ │ ├── mexCalcXAt.mexmaci64 │ │ │ │ │ │ │ ├── mexCalcXY.m │ │ │ │ │ │ │ ├── mexCalcXY.mexmaci64 │ │ │ │ │ │ │ ├── mexCalcXYt.m │ │ │ │ │ │ │ ├── mexCalcXYt.mexmaci64 │ │ │ │ │ │ │ ├── mexCalcXtY.m │ │ │ │ │ │ │ ├── mexCalcXtY.mexmaci64 │ │ │ │ │ │ │ ├── mexConjGrad.m │ │ │ │ │ │ │ ├── mexConjGrad.mexmaci64 │ │ │ │ │ │ │ ├── mexCountConnexComponents.m │ │ │ │ │ │ │ ├── mexCountConnexComponents.mexmaci64 │ │ │ │ │ │ │ ├── mexCountPathsDAG.m │ │ │ │ │ │ │ ├── mexCountPathsDAG.mexmaci64 │ │ │ │ │ │ │ ├── mexEvalPathCoding.m │ │ │ │ │ │ │ ├── mexEvalPathCoding.mexmaci64 │ │ │ │ │ │ │ ├── mexFistaFlat.m │ │ │ │ │ │ │ ├── mexFistaFlat.mexmaci64 │ │ │ │ │ │ │ ├── mexFistaGraph.m │ │ │ │ │ │ │ ├── mexFistaGraph.mexmaci64 │ │ │ │ │ │ │ ├── mexFistaPathCoding.m │ │ │ │ │ │ │ ├── mexFistaPathCoding.mexmaci64 │ │ │ │ │ │ │ ├── mexFistaTree.m │ │ │ │ │ │ │ ├── mexFistaTree.mexmaci64 │ │ │ │ │ │ │ ├── mexInvSym.m │ │ │ │ │ │ │ ├── mexInvSym.mexmaci64 │ │ │ │ │ │ │ ├── mexL1L2BCD.m │ │ │ │ │ │ │ ├── mexL1L2BCD.mexmaci64 │ │ │ │ │ │ │ ├── mexLasso.m │ │ │ │ │ │ │ ├── mexLasso.mexmaci64 │ │ │ │ │ │ │ ├── mexLassoMask.m │ │ │ │ │ │ │ ├── mexLassoMask.mexmaci64 │ │ │ │ │ │ │ ├── mexLassoWeighted.m │ │ │ │ │ │ │ ├── mexLassoWeighted.mexmaci64 │ │ │ │ │ │ │ ├── mexNormalize.m │ │ │ │ │ │ │ ├── mexNormalize.mexmaci64 │ │ │ │ │ │ │ ├── mexOMP.m │ │ │ │ │ │ │ ├── mexOMP.mexmaci64 │ │ │ │ │ │ │ ├── mexOMPMask.m │ │ │ │ │ │ │ ├── mexOMPMask.mexmaci64 │ │ │ │ │ │ │ ├── mexProximalFlat.m │ │ │ │ │ │ │ ├── mexProximalFlat.mexmaci64 │ │ │ │ │ │ │ ├── mexProximalGraph.m │ │ │ │ │ │ │ ├── mexProximalGraph.mexmaci64 │ │ │ │ │ │ │ ├── mexProximalPathCoding.m │ │ │ │ │ │ │ ├── mexProximalPathCoding.mexmaci64 │ │ │ │ │ │ │ ├── mexProximalTree.m │ │ │ │ │ │ │ ├── mexProximalTree.mexmaci64 │ │ │ │ │ │ │ ├── mexRemoveCyclesGraph.m │ │ │ │ │ │ │ ├── mexRemoveCyclesGraph.mexmaci64 │ │ │ │ │ │ │ ├── mexSOMP.m │ │ │ │ │ │ │ ├── mexSOMP.mexmaci64 │ │ │ │ │ │ │ ├── mexSort.m │ │ │ │ │ │ │ ├── mexSort.mexmaci64 │ │ │ │ │ │ │ ├── mexSparseProject.m │ │ │ │ │ │ │ ├── mexSparseProject.mexmaci64 │ │ │ │ │ │ │ ├── mexTrainDL.m │ │ │ │ │ │ │ ├── mexTrainDL.mexmaci64 │ │ │ │ │ │ │ ├── mexTrainDL_Memory.m │ │ │ │ │ │ │ ├── mexTrainDL_Memory.mexmaci64 │ │ │ │ │ │ │ ├── nmf.m │ │ │ │ │ │ │ └── nnsc.m │ │ │ │ │ │ ├── compile.m │ │ │ │ │ │ ├── cpp_library │ │ │ │ │ │ │ ├── Makefile │ │ │ │ │ │ │ └── cppLasso.cpp │ │ │ │ │ │ ├── dags │ │ │ │ │ │ │ ├── dag.h │ │ │ │ │ │ │ └── mex │ │ │ │ │ │ │ │ ├── mexCountConnexComponents.cpp │ │ │ │ │ │ │ │ ├── mexCountPathsDAG.cpp │ │ │ │ │ │ │ │ └── mexRemoveCyclesGraph.cpp │ │ │ │ │ │ ├── data │ │ │ │ │ │ │ ├── boat.png │ │ │ │ │ │ │ └── lena.png │ │ │ │ │ │ ├── decomp │ │ │ │ │ │ │ ├── decomp.h │ │ │ │ │ │ │ └── mex │ │ │ │ │ │ │ │ ├── mexCD.cpp │ │ │ │ │ │ │ │ ├── mexL1L2BCD.cpp │ │ │ │ │ │ │ │ ├── mexLasso.cpp │ │ │ │ │ │ │ │ ├── mexLassoMask.cpp │ │ │ │ │ │ │ │ ├── mexLassoWeighted.cpp │ │ │ │ │ │ │ │ ├── mexOMP.cpp │ │ │ │ │ │ │ │ ├── mexOMPMask.cpp │ │ │ │ │ │ │ │ ├── mexSOMP.cpp │ │ │ │ │ │ │ │ └── mexSparseProject.cpp │ │ │ │ │ │ ├── dictLearn │ │ │ │ │ │ │ ├── dicts.h │ │ │ │ │ │ │ └── mex │ │ │ │ │ │ │ │ ├── mexTrainDL.cpp │ │ │ │ │ │ │ │ └── mexTrainDL_Memory.cpp │ │ │ │ │ │ ├── doc │ │ │ │ │ │ │ ├── Makefile │ │ │ │ │ │ │ ├── doc_spams.blg │ │ │ │ │ │ │ ├── doc_spams.haux │ │ │ │ │ │ │ ├── doc_spams.hbbl │ │ │ │ │ │ │ ├── doc_spams.htoc │ │ │ │ │ │ │ ├── doc_spams.pdf │ │ │ │ │ │ │ ├── doc_spams.tex │ │ │ │ │ │ │ ├── html │ │ │ │ │ │ │ │ ├── contents_motif.gif │ │ │ │ │ │ │ │ ├── doc_spams.css │ │ │ │ │ │ │ │ ├── doc_spams.html │ │ │ │ │ │ │ │ ├── doc_spams001.html │ │ │ │ │ │ │ │ ├── doc_spams002.html │ │ │ │ │ │ │ │ ├── doc_spams003.html │ │ │ │ │ │ │ │ ├── doc_spams004.html │ │ │ │ │ │ │ │ ├── doc_spams005.html │ │ │ │ │ │ │ │ ├── doc_spams006.html │ │ │ │ │ │ │ │ ├── doc_spams007.html │ │ │ │ │ │ │ │ ├── doc_spams008.html │ │ │ │ │ │ │ │ ├── doc_spams009.html │ │ │ │ │ │ │ │ ├── index.html │ │ │ │ │ │ │ │ ├── next_motif.gif │ │ │ │ │ │ │ │ └── previous_motif.gif │ │ │ │ │ │ │ ├── macrocss.hva │ │ │ │ │ │ │ ├── macros.tex │ │ │ │ │ │ │ ├── main.bib │ │ │ │ │ │ │ ├── make_release.sh │ │ │ │ │ │ │ └── style.css │ │ │ │ │ │ ├── get_architecture.m │ │ │ │ │ │ ├── linalg │ │ │ │ │ │ │ ├── cblas_alt_template.h │ │ │ │ │ │ │ ├── cblas_defvar.h │ │ │ │ │ │ │ ├── cblas_template.h │ │ │ │ │ │ │ ├── linalg.h │ │ │ │ │ │ │ ├── list.h │ │ │ │ │ │ │ ├── mex │ │ │ │ │ │ │ │ ├── mexBayer.cpp │ │ │ │ │ │ │ │ ├── mexCalcAAt.cpp │ │ │ │ │ │ │ │ ├── mexCalcXAt.cpp │ │ │ │ │ │ │ │ ├── mexCalcXY.cpp │ │ │ │ │ │ │ │ ├── mexCalcXYt.cpp │ │ │ │ │ │ │ │ ├── mexCalcXtY.cpp │ │ │ │ │ │ │ │ ├── mexConjGrad.cpp │ │ │ │ │ │ │ │ ├── mexInvSym.cpp │ │ │ │ │ │ │ │ ├── mexNormalize.cpp │ │ │ │ │ │ │ │ └── mexSort.cpp │ │ │ │ │ │ │ ├── mexutils.h │ │ │ │ │ │ │ ├── misc.h │ │ │ │ │ │ │ └── utils.h │ │ │ │ │ │ ├── prox │ │ │ │ │ │ │ ├── fista.h │ │ │ │ │ │ │ ├── mex │ │ │ │ │ │ │ │ ├── mexEvalPathCoding.cpp │ │ │ │ │ │ │ │ ├── mexFistaFlat.cpp │ │ │ │ │ │ │ │ ├── mexFistaGraph.cpp │ │ │ │ │ │ │ │ ├── mexFistaPathCoding.cpp │ │ │ │ │ │ │ │ ├── mexFistaTree.cpp │ │ │ │ │ │ │ │ ├── mexProximalFlat.cpp │ │ │ │ │ │ │ │ ├── mexProximalGraph.cpp │ │ │ │ │ │ │ │ ├── mexProximalPathCoding.cpp │ │ │ │ │ │ │ │ └── mexProximalTree.cpp │ │ │ │ │ │ │ └── project.h │ │ │ │ │ │ ├── run_matlab.sh │ │ │ │ │ │ ├── src_release │ │ │ │ │ │ │ ├── displayPatches.m │ │ │ │ │ │ │ ├── mexBayer.m │ │ │ │ │ │ │ ├── mexCD.m │ │ │ │ │ │ │ ├── mexCalcAAt.m │ │ │ │ │ │ │ ├── mexCalcXAt.m │ │ │ │ │ │ │ ├── mexCalcXY.m │ │ │ │ │ │ │ ├── mexCalcXYt.m │ │ │ │ │ │ │ ├── mexCalcXtY.m │ │ │ │ │ │ │ ├── mexConjGrad.m │ │ │ │ │ │ │ ├── mexCountConnexComponents.m │ │ │ │ │ │ │ ├── mexCountPathsDAG.m │ │ │ │ │ │ │ ├── mexEvalPathCoding.m │ │ │ │ │ │ │ ├── mexFistaFlat.m │ │ │ │ │ │ │ ├── mexFistaGraph.m │ │ │ │ │ │ │ ├── mexFistaPathCoding.m │ │ │ │ │ │ │ ├── mexFistaTree.m │ │ │ │ │ │ │ ├── mexInvSym.m │ │ │ │ │ │ │ ├── mexL1L2BCD.m │ │ │ │ │ │ │ ├── mexLasso.m │ │ │ │ │ │ │ ├── mexLassoMask.m │ │ │ │ │ │ │ ├── mexLassoWeighted.m │ │ │ │ │ │ │ ├── mexNormalize.m │ │ │ │ │ │ │ ├── mexOMP.m │ │ │ │ │ │ │ ├── mexOMPMask.m │ │ │ │ │ │ │ ├── mexProximalFlat.m │ │ │ │ │ │ │ ├── mexProximalGraph.m │ │ │ │ │ │ │ ├── mexProximalPathCoding.m │ │ │ │ │ │ │ ├── mexProximalTree.m │ │ │ │ │ │ │ ├── mexRemoveCyclesGraph.m │ │ │ │ │ │ │ ├── mexSOMP.m │ │ │ │ │ │ │ ├── mexSort.m │ │ │ │ │ │ │ ├── mexSparseProject.m │ │ │ │ │ │ │ ├── mexTrainDL.m │ │ │ │ │ │ │ ├── mexTrainDL_Memory.m │ │ │ │ │ │ │ ├── nmf.m │ │ │ │ │ │ │ └── nnsc.m │ │ │ │ │ │ ├── start_spams.m │ │ │ │ │ │ └── test_release │ │ │ │ │ │ │ ├── test_CD.m │ │ │ │ │ │ │ ├── test_CalcAAt.m │ │ │ │ │ │ │ ├── test_CalcXAt.m │ │ │ │ │ │ │ ├── test_CalcXY.m │ │ │ │ │ │ │ ├── test_CalcXYt.m │ │ │ │ │ │ │ ├── test_CalcXtY.m │ │ │ │ │ │ │ ├── test_ConjGrad.m │ │ │ │ │ │ │ ├── test_CountConnexComponents.m │ │ │ │ │ │ │ ├── test_CountPathsDAG.m │ │ │ │ │ │ │ ├── test_EvalPathCoding.m │ │ │ │ │ │ │ ├── test_FistaFlat.m │ │ │ │ │ │ │ ├── test_FistaGraph.m │ │ │ │ │ │ │ ├── test_FistaPathCoding.m │ │ │ │ │ │ │ ├── test_FistaTree.m │ │ │ │ │ │ │ ├── test_InvSym.m │ │ │ │ │ │ │ ├── test_L1L2BCD.m │ │ │ │ │ │ │ ├── test_Lasso.m │ │ │ │ │ │ │ ├── test_LassoMask.m │ │ │ │ │ │ │ ├── test_LassoWeighted.m │ │ │ │ │ │ │ ├── test_Normalize.m │ │ │ │ │ │ │ ├── test_OMP.m │ │ │ │ │ │ │ ├── test_OMPMask.m │ │ │ │ │ │ │ ├── test_ProximalFlat.m │ │ │ │ │ │ │ ├── test_ProximalGraph.m │ │ │ │ │ │ │ ├── test_ProximalPathCoding.m │ │ │ │ │ │ │ ├── test_ProximalTree.m │ │ │ │ │ │ │ ├── test_RemoveCyclesGraph.m │ │ │ │ │ │ │ ├── test_SOMP.m │ │ │ │ │ │ │ ├── test_Sort.m │ │ │ │ │ │ │ ├── test_SparseProject.m │ │ │ │ │ │ │ ├── test_TrainDL.m │ │ │ │ │ │ │ ├── test_TrainDL_Memory.m │ │ │ │ │ │ │ ├── test_all.m │ │ │ │ │ │ │ └── test_nmf.m │ │ │ │ │ ├── sparseLab │ │ │ │ │ │ ├── MatrixEnsemble.m │ │ │ │ │ │ ├── OptimalAlgortihmChecker.m │ │ │ │ │ │ ├── OptimumLambdaSigned.mat │ │ │ │ │ │ ├── RandomOrthoMatrix.m │ │ │ │ │ │ ├── RandomSphericalMatrix.m │ │ │ │ │ │ ├── ReadmeSlowOps.pdf │ │ │ │ │ │ ├── RecommendedIHT.m │ │ │ │ │ │ ├── RecommendedIST.m │ │ │ │ │ │ ├── RecommendedTST.m │ │ │ │ │ │ ├── SolveLasso.m │ │ │ │ │ │ ├── SolveOMP.m │ │ │ │ │ │ ├── SparseVector.m │ │ │ │ │ │ ├── UniformSphericalMatrix.m │ │ │ │ │ │ └── twonorm.m │ │ │ │ │ └── spud │ │ │ │ │ │ ├── ALM-JW │ │ │ │ │ │ ├── helpers │ │ │ │ │ │ │ ├── argmax.m │ │ │ │ │ │ │ ├── argmin.m │ │ │ │ │ │ │ ├── best_sign_perm.m │ │ │ │ │ │ │ ├── columnwise_uniform_support_pattern.m │ │ │ │ │ │ │ ├── greedy_sign_perm.m │ │ │ │ │ │ │ ├── naive_projection_A.m │ │ │ │ │ │ │ ├── norm1.m │ │ │ │ │ │ │ ├── normalize_columns.m │ │ │ │ │ │ │ ├── pos.m │ │ │ │ │ │ │ ├── shrink.m │ │ │ │ │ │ │ ├── square.m │ │ │ │ │ │ │ └── vec.m │ │ │ │ │ │ ├── l1Opt_fista.m │ │ │ │ │ │ ├── minimize_l1_l2_FISTA.m │ │ │ │ │ │ └── minimize_l1_lc.m │ │ │ │ │ │ ├── dl_spud.m │ │ │ │ │ │ ├── dl_spud_gd.m │ │ │ │ │ │ ├── perfect_matching │ │ │ │ │ │ ├── assignment.html │ │ │ │ │ │ ├── assignmentallpossible.m │ │ │ │ │ │ ├── assignmentoptimal.c │ │ │ │ │ │ ├── assignmentoptimal.m │ │ │ │ │ │ ├── assignmentoptimal.mexmaci64 │ │ │ │ │ │ ├── assignmentsuboptimal1.c │ │ │ │ │ │ ├── assignmentsuboptimal1.m │ │ │ │ │ │ ├── assignmentsuboptimal1.mexmaci64 │ │ │ │ │ │ ├── assignmentsuboptimal2.c │ │ │ │ │ │ ├── assignmentsuboptimal2.m │ │ │ │ │ │ ├── assignmentsuboptimal2.mexmaci64 │ │ │ │ │ │ ├── license.txt │ │ │ │ │ │ └── testassignment.m │ │ │ │ │ │ ├── sim_spud.m │ │ │ │ │ │ ├── spud_subproblem.m │ │ │ │ │ │ └── verify_dictionary.m │ │ │ │ ├── find_permutation.m │ │ │ │ ├── getLineStyle.m │ │ │ │ ├── heuristicRank.m │ │ │ │ ├── plotUtilityNew.m │ │ │ │ ├── sparseMult2.c │ │ │ │ └── sparseMult2.mexmaci64 │ │ │ ├── EMGMAMP │ │ │ │ ├── BG_update.m │ │ │ │ ├── CBG_update.m │ │ │ │ ├── CGM_update.m │ │ │ │ ├── EMBGAMP.m │ │ │ │ ├── EMBGAMP_website_ex.m │ │ │ │ ├── EMBGAMPdemo.m │ │ │ │ ├── EMGMAMP.m │ │ │ │ ├── EMGMAMPMOS.m │ │ │ │ ├── EMGMAMP_website_ex.m │ │ │ │ ├── EMGMAMPdemo.m │ │ │ │ ├── EMOpt.m │ │ │ │ ├── GM_update.m │ │ │ │ ├── README │ │ │ │ ├── check_opts.m │ │ │ │ ├── generate_Amat.m │ │ │ │ ├── inits.mat │ │ │ │ ├── plot_GM.m │ │ │ │ ├── randCGM.m │ │ │ │ ├── randGM.m │ │ │ │ ├── resize.m │ │ │ │ ├── set_initsBG.m │ │ │ │ └── set_initsGM.m │ │ │ ├── EMGMAMPnew │ │ │ │ ├── BG_update.m │ │ │ │ ├── CBG_update.m │ │ │ │ ├── CGM_update.m │ │ │ │ ├── EMBGAMP.m │ │ │ │ ├── EMGMAMP.m │ │ │ │ ├── EMGMAMPMOS.m │ │ │ │ ├── EMOpt.m │ │ │ │ ├── GM_update.m │ │ │ │ ├── README │ │ │ │ ├── check_opts.m │ │ │ │ ├── generate_Amat.m │ │ │ │ ├── inits.mat │ │ │ │ ├── plot_GM.m │ │ │ │ ├── random_state.mat │ │ │ │ ├── resize.m │ │ │ │ ├── set_initsBG.m │ │ │ │ └── set_initsGM.m │ │ │ ├── EMNNAMP │ │ │ │ ├── EMNNAMP.m │ │ │ │ ├── EMNNAMP_in_update.m │ │ │ │ ├── EMNNAMP_out_update.m │ │ │ │ ├── EMNNOpt.m │ │ │ │ ├── NNGMupdate.m │ │ │ │ ├── dirrnd.m │ │ │ │ ├── plot_NNGM.m │ │ │ │ ├── set_inits_EMNNAMP.m │ │ │ │ └── set_opts_EMNNAMP.m │ │ │ ├── GUI │ │ │ │ ├── +uiextras │ │ │ │ │ ├── Box.m │ │ │ │ │ ├── BoxPanel.m │ │ │ │ │ ├── ButtonBox.m │ │ │ │ │ ├── CardPanel.m │ │ │ │ │ ├── ChildEvent.m │ │ │ │ │ ├── Container.m │ │ │ │ │ ├── Contents.m │ │ │ │ │ ├── DecoratedPanel.m │ │ │ │ │ ├── Empty.m │ │ │ │ │ ├── Grid.m │ │ │ │ │ ├── GridFlex.m │ │ │ │ │ ├── HBox.m │ │ │ │ │ ├── HBoxFlex.m │ │ │ │ │ ├── HButtonBox.m │ │ │ │ │ ├── MousePointerHandler.m │ │ │ │ │ ├── Panel.m │ │ │ │ │ ├── Resources │ │ │ │ │ │ ├── panelClose.png │ │ │ │ │ │ ├── panelDock.png │ │ │ │ │ │ ├── panelHelp.png │ │ │ │ │ │ ├── panelMaximize.png │ │ │ │ │ │ ├── panelMinimize.png │ │ │ │ │ │ ├── panelUndock.png │ │ │ │ │ │ ├── tab_Background_NotSelected.png │ │ │ │ │ │ ├── tab_Background_Selected.png │ │ │ │ │ │ ├── tab_NoEdge_NotSelected.png │ │ │ │ │ │ ├── tab_NoEdge_Selected.png │ │ │ │ │ │ ├── tab_NotSelected_NoEdge.png │ │ │ │ │ │ ├── tab_NotSelected_NotSelected.png │ │ │ │ │ │ ├── tab_NotSelected_Selected.png │ │ │ │ │ │ ├── tab_Selected_NoEdge.png │ │ │ │ │ │ └── tab_Selected_NotSelected.png │ │ │ │ │ ├── TabPanel.m │ │ │ │ │ ├── VBox.m │ │ │ │ │ ├── VBoxFlex.m │ │ │ │ │ ├── VButtonBox.m │ │ │ │ │ ├── calculatePixelSizes.m │ │ │ │ │ ├── callCallback.m │ │ │ │ │ ├── findArg.m │ │ │ │ │ ├── get.m │ │ │ │ │ ├── interpretColor.m │ │ │ │ │ ├── loadLayoutIcon.m │ │ │ │ │ ├── makeFlexDivider.m │ │ │ │ │ ├── set.m │ │ │ │ │ └── unset.m │ │ │ │ ├── DemoGUI.m │ │ │ │ ├── GUIData.m │ │ │ │ └── Patch │ │ │ │ │ ├── README.txt │ │ │ │ │ ├── getpixelposition.p │ │ │ │ │ └── isHGUsingMATLABClasses.p │ │ │ ├── HUTAMP │ │ │ │ ├── EEalgs │ │ │ │ │ ├── FastSepNMF.m │ │ │ │ │ ├── PCA_FSNMF.m │ │ │ │ │ └── vca.m │ │ │ │ ├── EndExt.m │ │ │ │ ├── Gauss_Markov.m │ │ │ │ ├── HUTAMP.m │ │ │ │ ├── HUTAMPMOS.m │ │ │ │ ├── HUTOpt.m │ │ │ │ ├── SPD_MRF.m │ │ │ │ ├── abunInv │ │ │ │ │ └── hyperFclsMatlab.m │ │ │ │ ├── abun_update.m │ │ │ │ ├── find_perm.m │ │ │ │ ├── pseudoLF.m │ │ │ │ ├── set_inits_HUTAMP.m │ │ │ │ └── set_opts_HUTAMP.m │ │ │ ├── MRI │ │ │ │ ├── MRITest.m │ │ │ │ ├── MriEstimOut.m │ │ │ │ ├── MriLinTrans.m │ │ │ │ └── demo_cs_mri │ │ │ │ │ ├── @Emat_xy │ │ │ │ │ ├── Emat_xy.m │ │ │ │ │ ├── ctranspose.m │ │ │ │ │ ├── getElement.m │ │ │ │ │ └── mtimes.m │ │ │ │ │ ├── @Emat_xyt │ │ │ │ │ ├── Emat_xyt.m │ │ │ │ │ ├── ctranspose.m │ │ │ │ │ ├── getElement.m │ │ │ │ │ └── mtimes.m │ │ │ │ │ ├── @TVOP │ │ │ │ │ ├── TVOP.m │ │ │ │ │ ├── ctranspose.m │ │ │ │ │ ├── getElement.m │ │ │ │ │ ├── mtimes.m │ │ │ │ │ ├── private │ │ │ │ │ │ ├── D.m │ │ │ │ │ │ └── adjD.m │ │ │ │ │ └── times.m │ │ │ │ │ ├── @TempFFT │ │ │ │ │ ├── TempFFT.m │ │ │ │ │ ├── ctranspose.m │ │ │ │ │ ├── getElement.m │ │ │ │ │ └── mtimes.m │ │ │ │ │ ├── @Wavelet │ │ │ │ │ ├── Wavelet.m │ │ │ │ │ ├── ctranspose.m │ │ │ │ │ ├── getElement.m │ │ │ │ │ ├── mtimes.m │ │ │ │ │ └── times.m │ │ │ │ │ ├── CSL1NlCg.m │ │ │ │ │ ├── CSL1SoftThresh.m │ │ │ │ │ ├── example1_2d_brain_mri_cg.m │ │ │ │ │ ├── example2_2d_brain_mri_sth.m │ │ │ │ │ ├── example3_2d_cardiac_cine_cg.m │ │ │ │ │ ├── example4_2d_cardiac_cine_sth.asv │ │ │ │ │ ├── example4_2d_cardiac_cine_sth.m │ │ │ │ │ ├── fft2c_mri.m │ │ │ │ │ └── ifft2c_mri.m │ │ │ ├── PBiGAMP │ │ │ │ ├── Affine_ParametricZ.m │ │ │ │ ├── Calibration_PLinTrans.m │ │ │ │ ├── EMPBiGAMP.m │ │ │ │ ├── LowRank_Matrix_Recovery_ParametricZ.m │ │ │ │ ├── LowRank_Plus_Sparse_Matrix_Recovery_ParametricZ.m │ │ │ │ ├── Matrix_PLinTrans.m │ │ │ │ ├── Multiple_Snapshot_ParametricZ.m │ │ │ │ ├── PBiGAMP.m │ │ │ │ ├── PBiGAMPOpt.m │ │ │ │ ├── PBiGAMPProblem.m │ │ │ │ ├── PBiGAMPsimple.m │ │ │ │ ├── PLinTrans.m │ │ │ │ ├── ParametricZ.m │ │ │ │ ├── README.txt │ │ │ │ ├── checkOptions.m │ │ │ │ ├── path_setup.m │ │ │ │ ├── script_affine.m │ │ │ │ ├── script_calibration.m │ │ │ │ ├── script_low_rank_plus_sparse.m │ │ │ │ ├── tfocs_linop.m │ │ │ │ ├── trial_LowRank_Matrix_Recovery.m │ │ │ │ ├── trial_LowRank_Plus_Sparse_Matrix_Recovery.m │ │ │ │ ├── trial_affine.m │ │ │ │ ├── trial_calibration.m │ │ │ │ ├── vec.m │ │ │ │ ├── verify_formulation_calibration.m │ │ │ │ ├── verify_formulation_low_rank_matrix_recovery.m │ │ │ │ ├── verify_formulation_low_rank_plus_sparse_matrix_recovery.m │ │ │ │ ├── verify_formulation_multiple_snapshot.m │ │ │ │ └── verify_formulation_uniform_variance_low_rank_matrix_recovery.m │ │ │ ├── VAMP │ │ │ │ ├── VampGlmEst.m │ │ │ │ ├── VampGlmEst2.m │ │ │ │ ├── VampGlmOpt.m │ │ │ │ ├── VampGlmSE.m │ │ │ │ ├── VampSlmEst.m │ │ │ │ ├── VampSlmEst2.m │ │ │ │ ├── VampSlmOpt.m │ │ │ │ ├── VampSlmSE.m │ │ │ │ ├── demoVampGlm.m │ │ │ │ ├── demoVampSlm.m │ │ │ │ └── genMatSVD.m │ │ │ ├── classification │ │ │ │ ├── BayesError2variance.m │ │ │ │ ├── HingeLossEstimOut.m │ │ │ │ ├── LogitEstimOut.m │ │ │ │ ├── LogitGMparams.mat │ │ │ │ ├── MCOpt.m │ │ │ │ ├── MultiLogitEstimOut.m │ │ │ │ ├── ProbitEstimOut.m │ │ │ │ ├── RobustLogitEstimOut.m │ │ │ │ ├── RobustProbitEstimOut.m │ │ │ │ ├── SemiSuperProbitEstimOut.m │ │ │ │ ├── TDistEstimOut.m │ │ │ │ ├── UnlabeledEstimOut.m │ │ │ │ ├── buildDatasets.m │ │ │ │ ├── mcGAMP.m │ │ │ │ ├── setBGPriors.m │ │ │ │ ├── smlramp_demo1.m │ │ │ │ └── testErrorRate.m │ │ │ ├── examples │ │ │ │ ├── BiGAMP │ │ │ │ │ ├── matrixCompletion_compareCosts.m │ │ │ │ │ ├── setup_DL.m │ │ │ │ │ ├── setup_MC.m │ │ │ │ │ ├── setup_RPCA.m │ │ │ │ │ ├── simple_example_MC.m │ │ │ │ │ ├── trial_DL.m │ │ │ │ │ ├── trial_matrixCompletion.m │ │ │ │ │ ├── trial_matrixCompletion_UnknownRank.m │ │ │ │ │ └── trial_rpca.m │ │ │ │ ├── EMGMAMP │ │ │ │ │ ├── BGnoise_cost.m │ │ │ │ │ ├── EMBGAMP_website_ex.m │ │ │ │ │ ├── EMBGAMPdemo.m │ │ │ │ │ ├── EMGMAMP_website_ex.m │ │ │ │ │ ├── EMGMAMPdemo.m │ │ │ │ │ ├── EMNNAMP_website_ex.m │ │ │ │ │ ├── EMNNAMPdemo.m │ │ │ │ │ ├── autoTuneBGM.m │ │ │ │ │ ├── autoTuneMixGaus.m │ │ │ │ │ ├── moz1_11kHz.wav │ │ │ │ │ └── satimage.mat │ │ │ │ ├── LNPAdapt │ │ │ │ │ ├── LNPParam.m │ │ │ │ │ ├── LNPPlot.m │ │ │ │ │ ├── LNPSE.m │ │ │ │ │ ├── LNPTest.m │ │ │ │ │ ├── PoissPolyFn.m │ │ │ │ │ ├── PoissonNLEstim.m │ │ │ │ │ ├── PoissonNLOutAvg.m │ │ │ │ │ ├── data │ │ │ │ │ │ ├── LNPSE_beta125.mat │ │ │ │ │ │ ├── LNPSE_beta200.mat │ │ │ │ │ │ ├── LNPSim_beta125.mat │ │ │ │ │ │ └── LNPSim_beta200.mat │ │ │ │ │ └── polyFitCdf.m │ │ │ │ ├── PBiGAMP │ │ │ │ │ ├── PBiGAMPiidBGawgn.m │ │ │ │ │ ├── PBiGAMPiidBGawgnOpt.m │ │ │ │ │ ├── affine_BG_AWGN.m │ │ │ │ │ └── vsKM.m │ │ │ │ ├── ProbitSE │ │ │ │ │ ├── ProbitEmpirical.m │ │ │ │ │ ├── ProbitPhasePlane.m │ │ │ │ │ ├── ProbitSEParam.m │ │ │ │ │ ├── ProbitStateEvo.m │ │ │ │ │ ├── ProbitStateEvoEstimOut.m │ │ │ │ │ ├── produce_plots.m │ │ │ │ │ └── test_ProbitEstimOut.m │ │ │ │ ├── SNIPE │ │ │ │ │ └── snipe_as_overmatched_BernGauss.m │ │ │ │ ├── basic │ │ │ │ │ ├── AWGsignal_CAWGNmeas.m │ │ │ │ │ ├── simpleAWGN.m │ │ │ │ │ ├── simpleCAWGN.m │ │ │ │ │ └── simpleLS.m │ │ │ │ ├── hyperspectral │ │ │ │ │ ├── HU_pure_pixel.m │ │ │ │ │ └── data │ │ │ │ │ │ └── synth_HSI_USGS_stripes.mat │ │ │ │ ├── sparseEstim │ │ │ │ │ ├── muGampExample.m │ │ │ │ │ ├── sparseAWGN.m │ │ │ │ │ ├── sparseAWGN_demean.m │ │ │ │ │ └── sparseAWGN_robust.m │ │ │ │ └── sparseNL │ │ │ │ │ ├── NLEstimOutAvg.m │ │ │ │ │ ├── data │ │ │ │ │ ├── sparseNLSE_lin.mat │ │ │ │ │ ├── sparseNLSE_nonlin.mat │ │ │ │ │ └── sparseNLSim.mat │ │ │ │ │ ├── sparseNL.m │ │ │ │ │ ├── sparseNLParam.m │ │ │ │ │ ├── sparseNLPlot.m │ │ │ │ │ └── sparseNLSE.m │ │ │ ├── groupSparse │ │ │ │ ├── GrpSparseEstim.m │ │ │ │ ├── data │ │ │ │ │ ├── grpSparseSim.mat │ │ │ │ │ ├── grpSparseSim_omp.mat │ │ │ │ │ └── grpSparseSim_omp_amp.mat │ │ │ │ ├── grpLasso.m │ │ │ │ ├── grpOmp.m │ │ │ │ ├── grpSparsePlot.m │ │ │ │ ├── grpSparseTest.m │ │ │ │ └── grpSparseTestBatch.m │ │ │ ├── main │ │ │ │ ├── AmpOpt.m │ │ │ │ ├── AwbgnEstimOut.m │ │ │ │ ├── AwgnEstimIn.m │ │ │ │ ├── AwgnEstimOut.m │ │ │ │ ├── BGZeroMeanEstimIn.m │ │ │ │ ├── BlkdiagLinTrans.m │ │ │ │ ├── CAwgnEstimIn.m │ │ │ │ ├── CAwgnEstimOut.m │ │ │ │ ├── CGMEstimIn.m │ │ │ │ ├── CGaussMixEstimOut.m │ │ │ │ ├── CMultAwgnEstimOut.m │ │ │ │ ├── CQuantizeEstimOut.m │ │ │ │ ├── DCTLinTrans.m │ │ │ │ ├── DiracEstimIn.m │ │ │ │ ├── DiracEstimOut.m │ │ │ │ ├── DisCScaEstim.m │ │ │ │ ├── DisDist.m │ │ │ │ ├── DisScaEstim.m │ │ │ │ ├── ElasticNetEstimIn.m │ │ │ │ ├── EllpDMMEstimIn.m │ │ │ │ ├── EllpEstimIn.m │ │ │ │ ├── EstimIn.m │ │ │ │ ├── EstimInConcat.m │ │ │ │ ├── EstimOut.m │ │ │ │ ├── EstimOutConcat.m │ │ │ │ ├── ExpanderGraphLinTrans.m │ │ │ │ ├── FWHTLinTrans.m │ │ │ │ ├── FistaOpt.m │ │ │ │ ├── FourierLinTrans.m │ │ │ │ ├── FxnhandleEstimIn.m │ │ │ │ ├── FxnhandleLinTrans.m │ │ │ │ ├── GMEstimIn.m │ │ │ │ ├── GampOpt.m │ │ │ │ ├── GampOpt_legacy.m │ │ │ │ ├── GampRobustOpt.m │ │ │ │ ├── GaussMixEstimOut.m │ │ │ │ ├── IdentityLinTrans.m │ │ │ │ ├── KernelLinTrans.m │ │ │ │ ├── L1EstimOut.m │ │ │ │ ├── LTOperator.m │ │ │ │ ├── LaplaceEstimOut.m │ │ │ │ ├── LinTrans.m │ │ │ │ ├── LinTransCompose.m │ │ │ │ ├── LinTransConcat.m │ │ │ │ ├── LinTransDemean.m │ │ │ │ ├── LinTransDemeanRC.m │ │ │ │ ├── LinTransDiag.m │ │ │ │ ├── LinTransSubset.m │ │ │ │ ├── LinTransTV.m │ │ │ │ ├── LinTransWavelet.m │ │ │ │ ├── MaskedEstimOut.m │ │ │ │ ├── MatrixLinTrans.m │ │ │ │ ├── MedImageLinTrans.m │ │ │ │ ├── MixScaEstimIn.m │ │ │ │ ├── MultiSNIPEstim.m │ │ │ │ ├── NLEstimOut.m │ │ │ │ ├── NNGMEstimIn.m │ │ │ │ ├── NNSoftThreshEstimIn.m │ │ │ │ ├── NullEstimIn.m │ │ │ │ ├── PoissonEstim.m │ │ │ │ ├── QuantizeEstimOut.m │ │ │ │ ├── RandomUniTrans.m │ │ │ │ ├── SNIPEstim.m │ │ │ │ ├── SoftThreshDMMEstimIn.m │ │ │ │ ├── SoftThreshEstimIn.m │ │ │ │ ├── SparseScaEstim.m │ │ │ │ ├── ToeplitzLinTrans.m │ │ │ │ ├── TruthReporter.m │ │ │ │ ├── TuneVarEstimIn.m │ │ │ │ ├── UnifEstimIn.m │ │ │ │ ├── UnifVarLinTrans.m │ │ │ │ ├── Weibull.m │ │ │ │ ├── ampEst.m │ │ │ │ ├── appendEstHist.m │ │ │ │ ├── estimInvert.m │ │ │ │ ├── fastWHtrans.cpp │ │ │ │ ├── fastWHtrans.mexa64 │ │ │ │ ├── fastWHtrans.mexmaci64 │ │ │ │ ├── fistaEst.m │ │ │ │ ├── gampEst.m │ │ │ │ ├── gampEstBasic.m │ │ │ │ ├── gampEstSimp.m │ │ │ │ ├── gampEst_legacy.m │ │ │ │ ├── gampShowHist.m │ │ │ │ ├── genSparseMat.m │ │ │ │ ├── legacy │ │ │ │ │ ├── LinTransDemeanRC_old.m │ │ │ │ │ ├── LinTransMMV.m │ │ │ │ │ └── SimplifiedMatrixLinTrans.m │ │ │ │ ├── pcgHelper.m │ │ │ │ └── s_transform.m │ │ │ ├── matrixFactor │ │ │ │ ├── RankOneFitOpt.m │ │ │ │ ├── data │ │ │ │ │ ├── rankOneIter.eps │ │ │ │ │ ├── rankOneSE.mat │ │ │ │ │ ├── rankOneSim.eps │ │ │ │ │ ├── rankOneTest_iter.mat │ │ │ │ │ ├── rankOneTest_iterFac.mat │ │ │ │ │ └── rankOneTest_svd.mat │ │ │ │ ├── rankOneBatch.m │ │ │ │ ├── rankOneFit.m │ │ │ │ ├── rankOnePlot.m │ │ │ │ ├── rankOneSE.asv │ │ │ │ ├── rankOneSE.m │ │ │ │ └── rankOneTest.m │ │ │ ├── neural │ │ │ │ ├── connectivity │ │ │ │ │ ├── NeuralConnEstIn.m │ │ │ │ │ ├── NeuralConnOut.m │ │ │ │ │ ├── NeuralOutPolyEst.m │ │ │ │ │ ├── cosamp.m │ │ │ │ │ ├── data │ │ │ │ │ │ ├── connSim_nz300.mat │ │ │ │ │ │ └── connSim_nz500.mat │ │ │ │ │ ├── gampEstPoly.m │ │ │ │ │ ├── neuralConnSim.m │ │ │ │ │ ├── perrPlot.m │ │ │ │ │ └── perrThresh.m │ │ │ │ └── salamander │ │ │ │ │ ├── BinaryMatrix.m │ │ │ │ │ ├── LinTransNeural.m │ │ │ │ │ ├── NeuralInEst.m │ │ │ │ │ ├── NeuralOutEst.m │ │ │ │ │ ├── NeuralParam.m │ │ │ │ │ ├── binMatrixTest.m │ │ │ │ │ ├── data │ │ │ │ │ ├── neuralSim_ch15_c1_nt100000.mat │ │ │ │ │ ├── neuralSim_ch15_c1_nt25000.mat │ │ │ │ │ ├── neuralSim_ch15_c1_nt50000.mat │ │ │ │ │ └── neuralSim_ch30_c1_nt25000.mat │ │ │ │ │ ├── genStimMatrix.m │ │ │ │ │ ├── genStimMatrixFull.m │ │ │ │ │ ├── neuralDatFull.m │ │ │ │ │ ├── neuralEst.m │ │ │ │ │ ├── neuralGampEst.m │ │ │ │ │ ├── neuralPlot.m │ │ │ │ │ ├── nlFit.m │ │ │ │ │ ├── selRedPix.m │ │ │ │ │ ├── spikeLike.m │ │ │ │ │ └── staNL.m │ │ │ ├── phase │ │ │ │ ├── MaskedImagingDemo3.m │ │ │ │ ├── MaskedImagingDemo4.m │ │ │ │ ├── Satellite2.mat │ │ │ │ ├── bandTHzLinTrans.m │ │ │ │ ├── demo_prVAMP.m │ │ │ │ ├── disambig1Dfft.m │ │ │ │ ├── disambig1Drfft.m │ │ │ │ ├── disambig2Drfft.m │ │ │ │ ├── fienupEst.m │ │ │ │ ├── generatePRLinTrans.m │ │ │ │ ├── legacy │ │ │ │ │ ├── MaskedImagingDemo2.m │ │ │ │ │ ├── prGAMP.m │ │ │ │ │ └── prGAMP2.m │ │ │ │ ├── ncCAwgnEstimIn.m │ │ │ │ ├── ncCAwgnEstimOut.m │ │ │ │ ├── prGAMP3.m │ │ │ │ ├── prGAMP4.m │ │ │ │ └── sampTHzLinTrans.m │ │ │ ├── stateEvo │ │ │ │ ├── AwgnEstimOutAvg.m │ │ │ │ ├── EstimInAvg.m │ │ │ │ ├── EstimOutAvg.m │ │ │ │ ├── EstimOutAvg2.m │ │ │ │ ├── IntEstimInAvg.m │ │ │ │ ├── IntEstimOutAvg.m │ │ │ │ ├── ampSE.m │ │ │ │ └── gampSE.m │ │ │ ├── test │ │ │ │ ├── ConcaTest.m │ │ │ │ ├── FourierLinTransExample.m │ │ │ │ ├── LinTransDiagTest.m │ │ │ │ ├── SNIPE │ │ │ │ │ ├── test_multisnipe.m │ │ │ │ │ └── test_multisnipe_insitu.m │ │ │ │ ├── TestKernelGAMP.m │ │ │ │ ├── TestLogitGAMP.m │ │ │ │ ├── TestProbitGAMP.m │ │ │ │ ├── TestRobitGAMP.m │ │ │ │ ├── TestSVMGAMP.m │ │ │ │ ├── ToeplitzLinTransTest.m │ │ │ │ ├── estimTest.m │ │ │ │ ├── fistaTest.m │ │ │ │ ├── fistaTestReal.m │ │ │ │ ├── measSER.m │ │ │ │ ├── permute_struct.m │ │ │ │ ├── testBetheCost.m │ │ │ │ ├── testFxnhandleEstimIn.m │ │ │ │ ├── testGaussMixEstimOut.m │ │ │ │ ├── testLaplaceEstimOut.m │ │ │ │ ├── testSNIPE.m │ │ │ │ ├── testUnifEstimIn.m │ │ │ │ ├── test_ncCAwgnEstimIn.m │ │ │ │ ├── testlintrans.m │ │ │ │ ├── threshPlot.m │ │ │ │ └── warmStart │ │ │ │ │ ├── GampOpt_r395.m │ │ │ │ │ ├── gampEstNoAdapt.m │ │ │ │ │ ├── gampEst_r395.m │ │ │ │ │ ├── random_state.mat │ │ │ │ │ └── warmStartTest.m │ │ │ └── turboGAMP │ │ │ │ ├── ClassDefs │ │ │ │ ├── @GaussMarkovFieldArb │ │ │ │ │ ├── GaussMarkovFieldArb.m │ │ │ │ │ ├── genGMRF3D.m │ │ │ │ │ └── mk_2d_lattice.m │ │ │ │ ├── @MarkovField │ │ │ │ │ ├── MarkovField.m │ │ │ │ │ └── genMRF.m │ │ │ │ ├── @MarkovField3D │ │ │ │ │ ├── MarkovField3D.m │ │ │ │ │ ├── genMRF3D.m │ │ │ │ │ └── genMRF3Db.m │ │ │ │ ├── @MarkovFieldArb │ │ │ │ │ ├── MarkovFieldArb.m │ │ │ │ │ ├── MsgPassingTest.m │ │ │ │ │ └── genMRF3D.m │ │ │ │ ├── AmplitudeConcat.m │ │ │ │ ├── AmplitudeStruct.m │ │ │ │ ├── BernGauss.m │ │ │ │ ├── BernLaplace.m │ │ │ │ ├── CGM2EstimIn.m │ │ │ │ ├── ElasticNet.m │ │ │ │ ├── GAMPState.m │ │ │ │ ├── GM2EstimIn.m │ │ │ │ ├── GaussMarkov.m │ │ │ │ ├── GaussMarkovFieldArb.m │ │ │ │ ├── GaussMix.m │ │ │ │ ├── GaussMixNoise.m │ │ │ │ ├── GaussNoise.m │ │ │ │ ├── GenParams.m │ │ │ │ ├── JointSparse.m │ │ │ │ ├── Laplacian.m │ │ │ │ ├── MarkovChain1.m │ │ │ │ ├── MarkovChainD.m │ │ │ │ ├── NoAmplitudeStruct.m │ │ │ │ ├── NoSupportStruct.m │ │ │ │ ├── Observation.m │ │ │ │ ├── RunOptions.m │ │ │ │ ├── Signal.m │ │ │ │ ├── SignalConcat.m │ │ │ │ ├── SupportConcat.m │ │ │ │ ├── SupportStruct.m │ │ │ │ ├── Template.m │ │ │ │ └── TurboOpt.m │ │ │ │ ├── Demo │ │ │ │ └── TestEMturboGAMP.m │ │ │ │ ├── Functions │ │ │ │ ├── EMturboGAMP.m │ │ │ │ ├── nser.m │ │ │ │ └── signal_gen_fxn.m │ │ │ │ └── Tests │ │ │ │ ├── AudioCS │ │ │ │ ├── Mar_28_2012_test.m │ │ │ │ ├── gen_block.m │ │ │ │ └── moz1_11kHz.wav │ │ │ │ ├── DCS │ │ │ │ └── PhasePlane │ │ │ │ │ ├── BGphase_test.m │ │ │ │ │ ├── phase_test.m │ │ │ │ │ ├── produce_plots.m │ │ │ │ │ └── produce_plots2.m │ │ │ │ └── MMV │ │ │ │ ├── GM2PhasePlane │ │ │ │ ├── GM2phase_test.m │ │ │ │ ├── produce_plots.m │ │ │ │ ├── produce_plots2.m │ │ │ │ └── produce_plots3.m │ │ │ │ └── PhasePlane │ │ │ │ ├── BGphase_test.m │ │ │ │ ├── phase_test.m │ │ │ │ ├── produce_plots.m │ │ │ │ └── produce_plots2.m │ │ │ └── release │ │ │ ├── InstallMEX.m │ │ │ └── README.txt │ └── sparsepr │ │ ├── README.md │ │ ├── README.pdf │ │ ├── contrib │ │ └── Readme │ │ ├── demos │ │ ├── CPRL_cvx.m │ │ ├── CS.m │ │ ├── PhaseLift.m │ │ └── sparsePR.m │ │ ├── src │ │ ├── generateCPRLMeasurements.m │ │ ├── generateCSMeasurements.m │ │ ├── generateMeasurements.m │ │ ├── generateTestFunction.m │ │ └── initializeLinopPR.m │ │ ├── tests │ │ ├── CPRL_runtime_measurements_cvx.m │ │ ├── sparsePR_robustness.m │ │ └── sparsePR_runtime_measurements_cvx.m │ │ └── third │ │ ├── Readme │ │ └── TFOCS │ │ ├── .gitignore │ │ ├── @double │ │ ├── tfocs_dot.m │ │ ├── tfocs_size.m │ │ └── vec.m │ │ ├── @single │ │ ├── tfocs_dot.m │ │ ├── tfocs_size.m │ │ └── vec.m │ │ ├── @tfocs_tuple │ │ ├── abs.m │ │ ├── cell.m │ │ ├── disp.m │ │ ├── display.m │ │ ├── get.m │ │ ├── max.m │ │ ├── min.m │ │ ├── minus.m │ │ ├── mtimes.m │ │ ├── nnz.m │ │ ├── numel.m │ │ ├── plus.m │ │ ├── power.m │ │ ├── size.m │ │ ├── subsref.m │ │ ├── tfocs_dot.m │ │ ├── tfocs_normsq.m │ │ ├── tfocs_size.m │ │ ├── tfocs_tuple.m │ │ ├── tfocs_zeros.m │ │ ├── times.m │ │ └── uminus.m │ │ ├── CHANGELOG │ │ ├── Contents.m │ │ ├── LICENSE │ │ ├── README │ │ ├── README.md │ │ ├── continuation.m │ │ ├── examples │ │ ├── demos │ │ │ ├── SIAM_demo.m │ │ │ ├── callandmap.m │ │ │ ├── demo_MatrixCompletion.m │ │ │ ├── demo_SVM.m │ │ │ ├── demo_alternatingProjections.m │ │ │ ├── project2DCone.m │ │ │ └── recordPoints.m │ │ ├── largescale │ │ │ ├── BugsBunny.mat │ │ │ ├── PsiTransposeWFF.m │ │ │ ├── PsiWFF.m │ │ │ ├── README.txt │ │ │ ├── example_quantumTomography.m │ │ │ ├── explicitPauliTensor.m │ │ │ ├── findWeights.m │ │ │ ├── image_denoising_withSPOT.m │ │ │ ├── plotNow.m │ │ │ ├── test_SVM.m │ │ │ ├── test_sBPDN_W_largescale.m │ │ │ ├── test_sTV_Analysis_largescale.m │ │ │ └── test_sTV_largescale.m │ │ └── smallscale │ │ │ ├── README.txt │ │ │ ├── project_WeightedNorm.m │ │ │ ├── reference_solutions │ │ │ ├── LMI.mat │ │ │ ├── LMI_complex.mat │ │ │ ├── LP.mat │ │ │ ├── LP_box.mat │ │ │ ├── SDP.mat │ │ │ ├── SDP_complex.mat │ │ │ ├── basispursuit_WW_problem1_smoothed_noisy.mat │ │ │ ├── basispursuit_W_problem1_smoothed_noisy.mat │ │ │ ├── basispursuit_problem1_noisy.mat │ │ │ ├── basispursuit_problem1_smoothed_noiseless.mat │ │ │ ├── basispursuit_problem1_smoothed_noiseless_nonnegative.mat │ │ │ ├── basispursuit_problem1_smoothed_noisy.mat │ │ │ ├── basispursuit_problem1_smoothed_noisy_complex.mat │ │ │ ├── basispursuit_problem1_smoothed_noisy_complex_2.mat │ │ │ ├── basispursuit_problem1_smoothed_noisy_nonnegative.mat │ │ │ ├── blocknorm_smoothed_noisy.mat │ │ │ ├── complicatedProblem1.mat │ │ │ ├── dantzig_problem1_smoothed_noisy.mat │ │ │ ├── lasso_problem1_noisy.mat │ │ │ ├── nuclearNorm_problem1_noiseless.mat │ │ │ ├── ordered_lasso_problem1_noisy.mat │ │ │ ├── traceLS_problem1_noisy.mat │ │ │ ├── traceLS_problem2_noisy.mat │ │ │ └── tv_problem1_smoothed_noisy.mat │ │ │ ├── test_LASSO.m │ │ │ ├── test_LMI.m │ │ │ ├── test_LinearProgram.m │ │ │ ├── test_SDP.m │ │ │ ├── test_SLOPE.m │ │ │ ├── test_TraceLS.m │ │ │ ├── test_all.m │ │ │ ├── test_blockNorm.m │ │ │ ├── test_complicatedUsage.m │ │ │ ├── test_nuclearNorm.m │ │ │ ├── test_psdCompletion.m │ │ │ ├── test_quadratic.m │ │ │ ├── test_quadratic_constrained.m │ │ │ ├── test_sBP.m │ │ │ ├── test_sBPDN.m │ │ │ ├── test_sBPDN_W.m │ │ │ ├── test_sBPDN_WW.m │ │ │ ├── test_sBPDN_complex.m │ │ │ ├── test_sBPDN_complex_2.m │ │ │ ├── test_sBPDN_nonnegative.m │ │ │ ├── test_sBPDN_withContinuation.m │ │ │ ├── test_sBP_nonnegative.m │ │ │ ├── test_sDantzig.m │ │ │ ├── test_sDantzig_3methods.m │ │ │ ├── test_sTV.m │ │ │ └── test_variousSolvers.m │ │ ├── linop_TV.m │ │ ├── linop_TV3D.m │ │ ├── linop_adjoint.m │ │ ├── linop_compose.m │ │ ├── linop_dot.m │ │ ├── linop_explicit.m │ │ ├── linop_fft.m │ │ ├── linop_handles.m │ │ ├── linop_horzcat.m │ │ ├── linop_matrix.m │ │ ├── linop_normest.m │ │ ├── linop_reshape.m │ │ ├── linop_scale.m │ │ ├── linop_spot.m │ │ ├── linop_subsample.m │ │ ├── linop_test.m │ │ ├── linop_vec.m │ │ ├── linop_vertcat.m │ │ ├── mexFiles │ │ ├── makeMex.m │ │ ├── proxAdaptiveL1Mex.c │ │ ├── proxAdaptiveL1Mex.mex │ │ ├── proxAdaptiveL1Mex.mexa64 │ │ ├── proxAdaptiveL1Mex.mexmaci64 │ │ ├── shrink_mex.c │ │ └── shrink_mex.mexmaci64 │ │ ├── private │ │ ├── eig_backup.m │ │ ├── linop_identity.m │ │ ├── linop_stack.m │ │ ├── print_cell_size.m │ │ ├── prox_stack.m │ │ ├── safe_eig.m │ │ ├── size_ambig.m │ │ ├── size_compat.m │ │ ├── smooth_stack.m │ │ ├── solver_apply.m │ │ ├── tfocs_backtrack.m │ │ ├── tfocs_cleanup.m │ │ ├── tfocs_initialize.m │ │ ├── tfocs_iterate.m │ │ ├── tfocs_prox.m │ │ ├── tfocs_round.m │ │ ├── tfocs_smooth.m │ │ └── tfocs_zeros.m │ │ ├── proj_0.m │ │ ├── proj_Rn.m │ │ ├── proj_Rplus.m │ │ ├── proj_affine.m │ │ ├── proj_box.m │ │ ├── proj_boxAffine.m │ │ ├── proj_conic.m │ │ ├── proj_l1.m │ │ ├── proj_l1l2.m │ │ ├── proj_l2.m │ │ ├── proj_l2group.m │ │ ├── proj_linf.m │ │ ├── proj_linfl2.m │ │ ├── proj_max.m │ │ ├── proj_maxEig.m │ │ ├── proj_nuclear.m │ │ ├── proj_psd.m │ │ ├── proj_psdUTrace.m │ │ ├── proj_simplex.m │ │ ├── proj_singleAffine.m │ │ ├── proj_spectral.m │ │ ├── prox_0.m │ │ ├── prox_Sl1.m │ │ ├── prox_boxDual.m │ │ ├── prox_diag.m │ │ ├── prox_dualize.m │ │ ├── prox_hinge.m │ │ ├── prox_hingeDual.m │ │ ├── prox_l1.m │ │ ├── prox_l1_and_sum.m │ │ ├── prox_l1_deadzone.m │ │ ├── prox_l1_mat.m │ │ ├── prox_l1l2.m │ │ ├── prox_l1linf.m │ │ ├── prox_l1pos.m │ │ ├── prox_l2.m │ │ ├── prox_linf.m │ │ ├── prox_max.m │ │ ├── prox_maxEig.m │ │ ├── prox_nuclear.m │ │ ├── prox_scale.m │ │ ├── prox_shift.m │ │ ├── prox_spectral.m │ │ ├── prox_trace.m │ │ ├── randomizedSVD.m │ │ ├── smooth_constant.m │ │ ├── smooth_entropy.m │ │ ├── smooth_handles.m │ │ ├── smooth_huber.m │ │ ├── smooth_linear.m │ │ ├── smooth_logLLogistic.m │ │ ├── smooth_logLPoisson.m │ │ ├── smooth_logdet.m │ │ ├── smooth_logsumexp.m │ │ ├── smooth_quad.m │ │ ├── solver_L1RLS.m │ │ ├── solver_LASSO.m │ │ ├── solver_SLOPE.m │ │ ├── solver_TraceLS.m │ │ ├── solver_psdComp.m │ │ ├── solver_psdCompConstrainedTrace.m │ │ ├── solver_sBP.m │ │ ├── solver_sBPDN.m │ │ ├── solver_sBPDN_W.m │ │ ├── solver_sBPDN_WW.m │ │ ├── solver_sDantzig.m │ │ ├── solver_sDantzig_W.m │ │ ├── solver_sLMI.m │ │ ├── solver_sLP.m │ │ ├── solver_sLP_box.m │ │ ├── solver_sNuclearBP.m │ │ ├── solver_sNuclearBPDN.m │ │ ├── solver_sSDP.m │ │ ├── test_Lipschitz.m │ │ ├── test_nonsmooth.m │ │ ├── test_proxPair.m │ │ ├── test_smooth.m │ │ ├── tfocs.m │ │ ├── tfocs_AT.m │ │ ├── tfocs_GRA.m │ │ ├── tfocs_LLM.m │ │ ├── tfocs_N07.m │ │ ├── tfocs_N83.m │ │ ├── tfocs_SCD.m │ │ ├── tfocs_TS.m │ │ ├── tfocs_normsq.m │ │ ├── tfocs_version.m │ │ ├── tfocs_where.m │ │ ├── tfunc_scale.m │ │ ├── tfunc_sum.m │ │ ├── userguide.pdf │ │ └── userguide.tex ├── __pycache__ │ └── codebook_library.cpython-39.pyc ├── channel_recovery_ADMM_v2_simulation_A2nuclear.m ├── channel_recovery_ADMM_v2_simulation_A2only.m ├── channel_recovery_ADMM_v2_simulation_directional.m ├── channel_recovery_ADMM_v2_simulation_multiresolution.m ├── channel_recovery_ADMM_v2_simulation_phaselift.m ├── codebook_library.py ├── createfigure.m ├── main.py ├── show_beamforming_data.m └── src │ ├── bayes_opt │ ├── MyBayesAopt.m │ ├── bayesAopt.m │ ├── bayesAopt_complex.m │ ├── find_K.m │ └── statgetargs.m │ ├── evaluate_plot_results │ ├── Evaluate_H.m │ ├── Evaluate_rss.m │ ├── Evaluate_simu_rss.m │ ├── Evaluation_Recovery.m │ ├── Evaluation_Recovery_RSS.m │ ├── MyBeamSweeping.m │ ├── Plot_Recovery_Performance.m │ ├── Plot_result.m │ ├── Plot_result_H.m │ ├── Plot_result_SM.m │ └── Plot_result_rss.m │ ├── generate_channel │ ├── Generate_Channel.m │ ├── Generate_Channel_fix_angle.m │ ├── Generate_Dynamic_Channel.m │ └── Sparse_Channel_Formulation.m │ ├── generate_measurement │ └── Generate_Measurement.m │ ├── generate_sensing_matrix │ ├── Bayes_Beam.m │ ├── Directional_Beam.m │ ├── Directional_Beam_Angular.m │ ├── Directional_Beam_Bayes.m │ ├── Directional_Beam_Bayes_v2.m │ ├── Directional_Random_Beam.m │ ├── Generate_Sensing_Matrix.m │ ├── Generate_Sensing_Matrix_with_candidate.m │ ├── Quantize_PS.m │ └── Region_Random_Beam.m │ ├── my_recovery_algorithms │ ├── ADMM_recovery.m │ ├── ADMM_v2.m │ ├── ADMM_v2 │ │ ├── inferLowRank.m │ │ ├── inferLowRankV2.m │ │ ├── inferLowRankV3.m │ │ ├── inferLowRankV4.m │ │ ├── inferLowRankV4_multi.m │ │ ├── inferLowRank_Nuclear.m │ │ └── inferMinL2.m │ ├── ADMM_v2_nuclear.m │ ├── Evaluation_Recovery_H.m │ ├── Evaluation_Recovery_SM.m │ ├── MyCPR.m │ ├── MyCPRL.m │ ├── MyCPR_H.m │ ├── MyCPR_SM.m │ ├── MyOMP.m │ ├── MyPRGAMP.m │ ├── MyPhaseLift.m │ ├── MySparsePL.m │ ├── My_CS_without_normalization.m │ ├── My_Conventional_CS.m │ ├── My_TwoStage_Recovery.m │ ├── My_Unconventional_CS.m │ ├── Recover_Channel.m │ ├── Recover_Channel_bf.m │ └── Recover_Channel_nuclear.m │ └── others │ ├── CDF_H.m │ ├── construct_channel_representation.m │ ├── eig_decay.m │ ├── plot_init.m │ ├── show_beam_pattern.m │ ├── show_beam_width.m │ └── 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