spams-matlab

  稀疏建模工具箱，是一个为解决各种稀疏估计问题的开源优化工具箱，可实现字典学习与矩阵分解；使用LARS、快速下降法、OMP、SOMP等算法解决稀疏分解问题；使用Lasso解决结构化稀疏分解问题( Dictionary learning and matrix factorization Solving sparse decomposition problems with LARS, coordinate descent, OMP, SOMP, proximal methods Solving structured sparse decomposition problems )

spams-matlab
............\build
............\.....\displayPatches.m,1296,2013-11-29
............\.....\mexArchetypalAnalysis.m,406,2014-06-14
............\.....\mexArchetypalAnalysis.mexw32,102400,2014-12-14
............\.....\mexBayer.m,311,2012-05-20
............\.....\mexBayer.mexw32,15872,2014-12-14
............\.....\mexCalcAAt.m,381,2012-03-15
............\.....\mexCalcAAt.mexw32,50688,2014-12-14
............\.....\mexCalcXAt.m,414,2012-03-15
............\.....\mexCalcXAt.mexw32,51200,2014-12-14
............\.....\mexCalcXtY.m,267,2012-03-15
............\.....\mexCalcXtY.mexw32,32768,2014-12-14
............\.....\mexCalcXY.m,264,2012-03-15
............\.....\mexCalcXY.mexw32,32768,2014-12-14
............\.....\mexCalcXYt.m,267,2012-03-15
............\.....\mexCalcXYt.mexw32,32768,2014-12-14
............\.....\mexCD.m,2197,2012-03-15
............\.....\mexCD.mexw32,70656,2014-12-14
............\.....\mexCombinePatches.m,437,2014-05-19
............\.....\mexCombinePatches.mexw32,41984,2014-12-14
............\.....\mexConjGrad.m,559,2012-03-15
............\.....\mexConjGrad.mexw32,35840,2014-12-14
............\.....\mexConvFista.mexw32,530944,2014-12-14
............\.....\mexConvFistaFlat.m,441,2014-05-19
............\.....\mexCountConnexComponents.m,833,2012-05-20
............\.....\mexCountConnexComponents.mexw32,41472,2014-12-14
............\.....\mexCountPathsDAG.m,471,2012-05-20
............\.....\mexCountPathsDAG.mexw32,40448,2014-12-14
............\.....\mexDecompSimplex.m,338,2014-06-14
............\.....\mexDecompSimplex.mexw32,80896,2014-12-14
............\.....\mexEvalPathCoding.m,1930,2012-05-20
............\.....\mexEvalPathCoding.mexw32,285696,2014-12-14
............\.....\mexExtractPatches.m,304,2014-05-19
............\.....\mexExtractPatches.mexw32,37888,2014-12-14
............\.....\mexFistaFlat.m,6608,2014-06-16
............\.....\mexFistaFlat.mexw32,534528,2014-12-14
............\.....\mexFistaGraph.m,3608,2012-05-20
............\.....\mexFistaGraph.mexw32,521728,2014-12-14
............\.....\mexFistaPathCoding.m,3536,2012-05-20
............\.....\mexFistaPathCoding.mexw32,520704,2014-12-14
............\.....\mexFistaTree.m,3742,2012-05-20
............\.....\mexFistaTree.mexw32,522240,2014-12-14
............\.....\mexGraphOfGroupStruct.m,568,2013-06-24
............\.....\mexGraphOfGroupStruct.mexw32,45568,2014-12-14
............\.....\mexGroupStructOfString.m,1743,2013-06-24
............\.....\mexGroupStructOfString.mexw32,33792,2014-12-14
............\.....\mexIncrementalProx.m,2975,2013-12-04
............\.....\mexIncrementalProx.mexw32,348160,2014-12-14
............\.....\mexInvSym.m,221,2012-03-15
............\.....\mexInvSym.mexw32,33792,2014-12-14
............\.....\mexL1L2BCD.m,1913,2012-03-15
............\.....\mexL1L2BCD.mexw32,60416,2014-12-14
............\.....\mexLasso.m,2843,2012-05-18
............\.....\mexLasso.mexw32,119808,2014-12-14
............\.....\mexLassoMask.m,2367,2012-05-15
............\.....\mexLassoMask.mexw32,96768,2014-12-14
............\.....\mexLassoWeighted.m,2333,2012-03-15
............\.....\mexLassoWeighted.mexw32,82944,2014-12-14
............\.....\mexNormalize.m,249,2012-03-15
............\.....\mexNormalize.mexw32,35328,2014-12-14
............\.....\mexOMP.m,2380,2012-05-20
............\.....\mexOMP.mexw32,82432,2014-12-14
............\.....\mexOMPMask.m,2331,2012-05-20
............\.....\mexOMPMask.mexw32,97280,2014-12-14
............\.....\mexProximalFlat.m,4942,2012-07-20
............\.....\mexProximalFlat.mexw32,334848,2014-12-14
............\.....\mexProximalGraph.m,3397,2012-05-20
............\.....\mexProximalGraph.mexw32,335872,2014-12-14
............\.....\mexProximalPathCoding.m,2187,2012-05-20
............\.....\mexProximalPathCoding.mexw32,335872,2014-12-14
............\.....\mexProximalTree.m,5756,2012-06-13
............\.....\mexProximalTree.mexw32,336896,2014-12-14
............\.....\mexReadGroupStruct.m,1404,2013-06-24
............\.....\mexReadGroupStruct.mexw32,45056,2014-12-14
............\.....\mexRemoveCyclesGraph.m,881,2012-05-20
............\.....\mexRemoveCyclesGraph.mexw32,44544,2014-12-14
............\.....\mexRidgeRegression.m,1235,2013-08-01
............\.....\mexRidgeRegression.mexw32,79360,2014-12-14
............\.....\mexSimpleGroupTree.m,585,2013-06-24
............\.....\mexSimpleGroupTree.mexw32,19456,2014-12-14
............\.....\mexSOMP.m,2035,2012-03-15
............\.....\mexSOMP.mexw32,76800,2014-12-14
............\.....\mexSort.m,217,2012-03-15
............\.....\mexSort.mexw32,12288,2014-12-14
............\.....\mexSparseProject.m,2097,2012-03-22
............\.....\mexSparseProject.mexw32,52224,2014-12-14
............\.....\mexStochasticProx.m,2997,2013-12-04
............\.....\mexStochasticProx.mexw32,359424,2014-12-14
............\.....\mexStructTrainDL.m,5298,2013-06-24
............\.....\mexStructTrainDL.mexw32,383488,2014-12-14
............\.....\mexTrainDL.m,5619,2012-05-20
............\.....\mexTrainDL.mexw32,154624,2014-12-14
............\.....\mexTrainDL_Memory.m,4568,2012-05-15
............\.....\mexTrainDL_Memory.mexw32,90624,2014-12-14
............\.....\mexTreeOfGroupStruct.m,788,2013-06-24
............\.....\mexTreeOfGroupStruct.mexw32,48128,2014-12-14
............\.....\nmf.m,3099,2012-03-15
............\.....\nnsc.m,2793,2013-08-01
............\.....\solverPoisson.m,1341,2014-06-18