Description: An L1-norm minimization benchmark package, which contains an implementation of ten L1-norm minimization algorithms in MATLAB. The package also provides a test script for comparing fast L-1 solvers via Gaussian projections.
File list (Check if you may need any files):
l1benchmark
...........\.DS_Store
__MACOSX
........\l1benchmark
........\...........\._.DS_Store
l1benchmark\l1benchmark.mat
...........\L1Solvers
...........\.........\.DS_Store
__MACOSX\l1benchmark\L1Solvers
........\...........\.........\._.DS_Store
l1benchmark\L1Solvers\SolveDALM.m
__MACOSX\l1benchmark\L1Solvers\._SolveDALM.m
l1benchmark\L1Solvers\SolveDALM_fast.m
__MACOSX\l1benchmark\L1Solvers\._SolveDALM_fast.m
l1benchmark\L1Solvers\SolveFISTA.m
__MACOSX\l1benchmark\L1Solvers\._SolveFISTA.m
l1benchmark\L1Solvers\SolveHomotopy.m
__MACOSX\l1benchmark\L1Solvers\._SolveHomotopy.m
l1benchmark\L1Solvers\SolveL1LS.m
__MACOSX\l1benchmark\L1Solvers\._SolveL1LS.m
l1benchmark\L1Solvers\SolveOMP.m
__MACOSX\l1benchmark\L1Solvers\._SolveOMP.m
l1benchmark\L1Solvers\SolvePALM.m
__MACOSX\l1benchmark\L1Solvers\._SolvePALM.m
l1benchmark\L1Solvers\SolvePDIPA.m
__MACOSX\l1benchmark\L1Solvers\._SolvePDIPA.m
l1benchmark\L1Solvers\SolvePFP.m
__MACOSX\l1benchmark\L1Solvers\._SolvePFP.m
l1benchmark\L1Solvers\SolveSpaRSA.m
__MACOSX\l1benchmark\L1Solvers\._SolveSpaRSA.m
l1benchmark\test_fast_l1_speed.m
__MACOSX\l1benchmark\._test_fast_l1_speed.m
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