tensor_tools-master

代码说明：

  张量分解算法整理，包含交替方向法、黎曼强大的主成分追求等(Tensor decomposition algorithm, including alternating direction method, Riemann strong principal component pursuit, etc)

文件列表：

tensor_tools-master, 0 , 2015-12-23
tensor_tools-master\*A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion.pdf, 569621 , 2015-12-23
tensor_tools-master\*Tensor Decompositions and Applications.pdf, 842482 , 2015-12-23
tensor_tools-master\*张量分解.pdf, 17966097 , 2015-12-23
tensor_tools-master\README.md, 14447 , 2015-12-23
tensor_tools-master\algorithms, 0 , 2015-12-23
tensor_tools-master\algorithms\lrr, 0 , 2015-12-23
tensor_tools-master\algorithms\lrr\ADM, 0 , 2015-12-23
tensor_tools-master\algorithms\lrr\ADM\Atxz.m, 526 , 2015-12-23
tensor_tools-master\algorithms\lrr\ADM\Axz.m, 353 , 2015-12-23
tensor_tools-master\algorithms\lrr\ADM\adm_lrr.m, 2522 , 2015-12-23
tensor_tools-master\algorithms\lrr\ADM\ladmp_lrr.m, 3315 , 2015-12-23
tensor_tools-master\algorithms\lrr\ADM\ladmp_lrr_fast.m, 4554 , 2015-12-23
tensor_tools-master\algorithms\lrr\ADM\lrr.m, 2051 , 2015-12-23
tensor_tools-master\algorithms\lrr\ADM\lrra.m, 1934 , 2015-12-23
tensor_tools-master\algorithms\lrr\ADM\lrraffine.m, 2465 , 2015-12-23
tensor_tools-master\algorithms\lrr\ALM, 0 , 2015-12-23
tensor_tools-master\algorithms\lrr\ALM\demo.m, 1223 , 2015-12-23
tensor_tools-master\algorithms\lrr\ALM\exact_alm_lrr_l1v2.m, 2977 , 2015-12-23
tensor_tools-master\algorithms\lrr\ALM\exact_alm_lrr_l21v2.m, 2876 , 2015-12-23
tensor_tools-master\algorithms\lrr\ALM\inexact_alm_lrr_l1.m, 1840 , 2015-12-23
tensor_tools-master\algorithms\lrr\ALM\inexact_alm_lrr_l21.m, 1813 , 2015-12-23
tensor_tools-master\algorithms\lrr\ALM\solve_l1l2.m, 273 , 2015-12-23
tensor_tools-master\algorithms\lrr\ALM\solve_lrr.m, 1263 , 2015-12-23
tensor_tools-master\algorithms\lrr\ROSL, 0 , 2015-12-23
tensor_tools-master\algorithms\lrr\ROSL\LowRankDictionaryShrinkage_m.m, 2786 , 2015-12-23
tensor_tools-master\algorithms\lrr\ROSL\LowRankDictionarySparsify_m.m, 1320 , 2015-12-23
tensor_tools-master\algorithms\lrr\ROSL\LowRankDictionaryUpdate_m.m, 546 , 2015-12-23
tensor_tools-master\algorithms\lrr\ROSL\inexact_alm_rlr.m, 2038 , 2015-12-23
tensor_tools-master\algorithms\lrr\ROSL\inexact_alm_rosl.m, 3601 , 2015-12-23
tensor_tools-master\algorithms\lrr\ROSL\inexact_alm_rosl_subsampling.m, 1891 , 2015-12-23
tensor_tools-master\algorithms\lrr\ROSL\test.m, 1049 , 2015-12-23
tensor_tools-master\algorithms\mc, 0 , 2015-12-23
tensor_tools-master\algorithms\mc\FPC, 0 , 2015-12-23
tensor_tools-master\algorithms\mc\FPC\FPC.m, 5220 , 2015-12-23
tensor_tools-master\algorithms\mc\FPC\run_FPC.m, 1236 , 2015-12-23
tensor_tools-master\algorithms\mc\GROUSE, 0 , 2015-12-23
tensor_tools-master\algorithms\mc\GROUSE\demo.m, 2216 , 2015-12-23
tensor_tools-master\algorithms\mc\GROUSE\grouse.m, 3722 , 2015-12-23
tensor_tools-master\algorithms\mc\GROUSE\run_GROUSE.m, 311 , 2015-12-23
tensor_tools-master\algorithms\mc\LMaFit-SMS, 0 , 2015-12-23
tensor_tools-master\algorithms\mc\LMaFit-SMS\README, 953 , 2015-12-23
tensor_tools-master\algorithms\mc\LMaFit-SMS\demo_all.m, 747 , 2015-12-23
tensor_tools-master\algorithms\mc\LMaFit-SMS\demo_chkb.m, 2384 , 2015-12-23
tensor_tools-master\algorithms\mc\LMaFit-SMS\demo_rand.m, 2138 , 2015-12-23
tensor_tools-master\algorithms\mc\LMaFit-SMS\demo_spim.m, 2925 , 2015-12-23
tensor_tools-master\algorithms\mc\LMaFit-SMS\lmafit_sms_v1.m, 6729 , 2015-12-23
tensor_tools-master\algorithms\mc\LRGeomCG, 0 , 2015-12-23
tensor_tools-master\algorithms\mc\LRGeomCG\cost.m, 348 , 2015-12-23
tensor_tools-master\algorithms\mc\LRGeomCG\egrad.m, 127 , 2015-12-23
tensor_tools-master\algorithms\mc\LRGeomCG\euclidean_hessian.m, 749 , 2015-12-23
tensor_tools-master\algorithms\mc\LRGeomCG\linesearch_helper.m, 237 , 2015-12-23
tensor_tools-master\algorithms\mc\LRGeomCG\low_rank_matrix_completion.m, 6426 , 2015-12-23
tensor_tools-master\algorithms\mc\OptSpace, 0 , 2015-12-23
tensor_tools-master\algorithms\mc\OptSpace\OptSpace.m, 5696 , 2015-12-23
tensor_tools-master\algorithms\mc\OptSpace\run_OptSpace.m, 205 , 2015-12-23
tensor_tools-master\algorithms\mc\OptSpace\testing.m, 1174 , 2015-12-23
tensor_tools-master\algorithms\mc\SVT, 0 , 2015-12-23
tensor_tools-master\algorithms\mc\SVT\SVT.m, 7348 , 2015-12-23
tensor_tools-master\algorithms\mc\SVT\Test_SVT.m, 4091 , 2015-12-23
tensor_tools-master\algorithms\mc\SVT\run_SVT.m, 1465 , 2015-12-23
tensor_tools-master\algorithms\nmf, 0 , 2015-12-23
tensor_tools-master\algorithms\nmf\DRMF, 0 , 2015-12-23
tensor_tools-master\algorithms\nmf\DRMF\DRMF.m, 2382 , 2015-12-23
tensor_tools-master\algorithms\nmf\DRMF\EffRank.m, 524 , 2015-12-23
tensor_tools-master\algorithms\nmf\DRMF\GetOptions.m, 1066 , 2015-12-23
tensor_tools-master\algorithms\nmf\DRMF\README.txt, 524 , 2015-12-23
tensor_tools-master\algorithms\nmf\DRMF\RMSE.m, 109 , 2015-12-23
tensor_tools-master\algorithms\nmf\DRMF\ShowImages.m, 730 , 2015-12-23
tensor_tools-master\algorithms\nmf\DRMF\choosvd.m, 522 , 2015-12-23
tensor_tools-master\algorithms\nmf\DRMF\demo_fgbg.m, 2330 , 2015-12-23
tensor_tools-master\algorithms\nmf\DRMF\exact_alm_rpca.m, 3555 , 2015-12-23
tensor_tools-master\algorithms\nmf\DRMF\inexact_alm_rpca.m, 3324 , 2015-12-23
tensor_tools-master\algorithms\nmf\DRMF\sos.m, 303 , 2015-12-23
tensor_tools-master\algorithms\nmf\DRMF\svdex.m, 3254 , 2015-12-23
tensor_tools-master\algorithms\nmf\DRMF\test_svd.m, 714 , 2015-12-23
tensor_tools-master\algorithms\nmf\Deep-Semi-NMF, 0 , 2015-12-23
tensor_tools-master\algorithms\nmf\Deep-Semi-NMF\NNDSVD.m, 3600 , 2015-12-23
tensor_tools-master\algorithms\nmf\Deep-Semi-NMF\deep_seminmf.m, 3630 , 2015-12-23
tensor_tools-master\algorithms\nmf\Deep-Semi-NMF\seminmf.m, 1762 , 2015-12-23
tensor_tools-master\algorithms\nmf\Deep-Semi-NMF\seminmf_new.m, 2040 , 2015-12-23
tensor_tools-master\algorithms\nmf\ENMF, 0 , 2015-12-23
tensor_tools-master\algorithms\nmf\ENMF\ExactNMF.m, 1858 , 2015-12-23
tensor_tools-master\algorithms\nmf\ENMF\HALS.m, 1423 , 2015-12-23
tensor_tools-master\algorithms\nmf\ENMF\RunMe.m, 143 , 2015-12-23
tensor_tools-master\algorithms\nmf\LNMF, 0 , 2015-12-23
tensor_tools-master\algorithms\nmf\LNMF\BuildPatch.m, 1360 , 2015-12-23
tensor_tools-master\algorithms\nmf\LNMF\DEMO.m, 6236 , 2015-12-23
tensor_tools-master\algorithms\nmf\LNMF\DLA.m, 1537 , 2015-12-23
tensor_tools-master\algorithms\nmf\LNMF\DNMF.m, 4867 , 2015-12-23
tensor_tools-master\algorithms\nmf\LNMF\EuDist2.m, 1143 , 2015-12-23
tensor_tools-master\algorithms\nmf\LNMF\FGD.m, 726 , 2015-12-23
tensor_tools-master\algorithms\nmf\LNMF\FGD_H.m, 808 , 2015-12-23
tensor_tools-master\algorithms\nmf\LNMF\GetLabel.m, 223 , 2015-12-23
tensor_tools-master\algorithms\nmf\LNMF\KLC.cpp, 1098 , 2015-12-23
tensor_tools-master\algorithms\nmf\LNMF\KLC.mexw32, 6656 , 2015-12-23
tensor_tools-master\algorithms\nmf\LNMF\KLC.mexw64, 7680 , 2015-12-23
tensor_tools-master\algorithms\nmf\LNMF\LDA.m, 10717 , 2015-12-23
tensor_tools-master\algorithms\nmf\LNMF\LNMF.m, 1855 , 2015-12-23
tensor_tools-master\algorithms\nmf\LNMF\LPP.m, 4878 , 2015-12-23