多种多任务学习算法的工具箱 MALSAR1.1

代码说明：

  多种多任务学习算法的工具箱 有代码有使用手册 matlab版(the toolbox of multi-task learning algorithms (matlab version))

文件列表：

COPYRIGHT,35147,2012-04-30
data
....\Newsgroup
....\.........\comp.vs.sci
....\.........\...........\task1.mat,233347,2012-06-17
....\.........\...........\task2.mat,209328,2012-06-17
....\.........\rec.vs.talk
....\.........\...........\Task1.mat,251693,2012-06-17
....\.........\...........\Task2.mat,184593,2012-06-17
....\school.mat,44759,2012-04-13
examples
........\example_CMTL.m,4048,2012-06-02
........\example_Dirty.m,2611,2012-06-02
........\example_iMSF.m,2283,2012-06-12
........\example_L21.m,2563,2012-06-02
........\example_Lasso.m,2454,2012-06-02
........\example_LSSMTC.m,2516,2012-06-17
........\example_msmtfl.m,3877,2012-12-18
........\example_mtl_classify.m,1975,2012-06-21
........\example_rMTFL.m,1964,2012-12-18
........\example_Robust.m,2999,2012-06-02
........\example_SRMTL.m,3370,2012-06-02
........\example_SRMTL_spcov.m,3471,2012-06-02
........\example_Trace.m,2742,2012-06-02
........\LeastCMTLExp_1.pdf,2984,2012-04-13
........\LeastCMTLExp_2.pdf,3644,2012-04-13
........\LeastDirtyExp.pdf,17802,2012-04-13
........\LeastL21Exp.pdf,3819,2012-04-13
........\LeastLassoExp.pdf,3802,2012-04-14
........\LeastmsmtflExp.pdf,5469,2012-12-18
........\LeastrMTFLExp.pdf,6171,2012-04-16
........\LeastRMTLExp.pdf,33182,2012-04-14
........\LeastSRMTLExp.pdf,7386,2012-04-14
........\LeastSRMTLExp_1.pdf,10788,2012-04-16
........\LeastSRMTLExp_2.pdf,33221,2012-04-16
........\LeastSRMTLExp_spinv_1.pdf,11340,2012-04-16
........\LeastSRMTLExp_spinv_2.pdf,4456,2012-04-16
........\LeastTraceExp.pdf,3730,2012-04-14
........\LeastTraceExp_2.pdf,3667,2012-04-14
........\LSSMTC_acc.pdf,3945,2012-06-17
........\LSSMTC_nmi.pdf,3899,2012-06-17

........\train_and_test
........\..............\CrossValidation1Param.m,3048,2012-06-02
........\..............\eval_MTL_mse.m,1920,2012-06-02
........\..............\mtSplitPerc.m,2051,2012-06-02
........\..............\test_script.m,2314,2012-06-02
INSTALL.m,2473,2012-06-02
MALSAR
......\c_files
......\.......\eplb
......\.......\....\eplb.c,1553,2012-05-01
......\.......\....\eplb.mexmaci64,17360,2012-06-02
......\.......\....\eplb.mexw32,8704,2009-01-06
......\.......\....\eplb.mexw64,11776,2011-02-14
......\.......\....\eplb_old.c,8874,2008-12-12
......\.......\....\epph.h,18868,2012-05-01
......\.......\flsa
......\.......\....\flsa.c,4316,2011-12-15
......\.......\....\flsa.h,9187,2011-12-15
......\.......\....\flsa.mexglx,19649,2011-12-15
......\.......\....\flsa.mexmaci64,25464,2012-06-02
......\.......\....\flsa.mexw32,20480,2011-12-15
......\.......\....\flsa.mexw64,30720,2011-12-15
......\.......\....\sfa.h,41201,2011-12-15
......\.......\prf_lbm
......\.......\.......\prf_lbm.cpp,2604,2011-12-29
......\.......\.......\prf_lbm.mexmaci64,8848,2012-06-02
......\.......\.......\prf_lbm.mexw32,8192,2011-12-29
......\.......\.......\prf_lbm.mexw64,9728,2012-04-12
......\.......\readme.txt,286,2012-04-08
......\functions
......\.........\cASO
......\.........\....\bsa_ihb.m,2137,2012-06-02
......\.........\....\Least_CASO.m,8111,2012-06-22
......\.........\....\Logistic_CASO.m,8928,2012-06-22
......\.........\CMTL
......\.........\....\bsa_ihb.m,2135,2012-06-02
......\.........\....\Least_CMTL.m,8301,2012-06-22
......\.........\....\Logistic_CMTL.m,8839,2012-06-24
......\.........\dirty
......\.........\.....\diagonalize.m,972,2011-12-13
......\.........\.....\L11norm.m,86,2011-12-06
......\.........\.....\L1infnorm.m,99,2011-12-28
......\.........\.....\Least_Dirty.m,5851,2012-06-02
......\.........\.....\prf_lbm.mexw64,9728,2012-04-12
......\.........\.....\proximalL11norm.m,198,2011-12-06
......\.........\.....\proximalL1infnorm.m,361,2012-01-03
......\.........\.....\_Example.m,625,2012-04-12
......\.........\iMSF
......\.........\....\Construct_iMSF.m,4077,2012-06-12
......\.........\....\Least_iMSF.m,2470,2012-06-12
......\.........\....\Logistic_iMSF.m,2480,2012-06-12
......\.........\....\MultiSource_LeastR.m,10658,2012-06-22
......\.........\....\MultiSource_LogisticR.m,13447,2012-06-22
......\.........\....\nchoose.m,1777,2012-06-12
......\.........\joint_feature_learning
......\.........\......................\Least_L21.m,7161,2012-06-22
......\.........\......................\Logistic_L21.m,13233,2012-06-24
......\.........\......................\testParallel.m,1138,2012-06-24