AIS-impute-master
所属分类：matlab编程
开发工具：matlab
文件大小：777KB
下载次数：5
上传日期：2020-02-27 20:55:49
上 传 者：
最后一位领袖
说明： 用于低秩矩阵补全，基于SVD算法对矩阵进行补全
(It is used for low rank matrix completion, which is based on SVD algorithm)
文件列表:
data\movielen100k.mat (208221, 2016-05-23)
LICENSE (1079, 2016-05-23)
setup.m (67, 2016-05-23)
SoftImpute\AccSoftImpute.m (4304, 2016-05-23)
SoftImpute\exactSVD.m (267, 2016-05-23)
SoftImpute\filterBase.m (134, 2016-05-23)
SoftImpute\MatCompRMSE.m (261, 2016-05-23)
SoftImpute\matcompSVD.m (316, 2016-05-23)
SoftImpute\PostProcess.m (1323, 2016-05-23)
SoftImpute\powerMethodMatComp.m (588, 2016-05-23)
SoftImpute\SoftImpute.m (2789, 2016-05-23)
SoftImpute\SVT.m (679, 2016-05-23)
SoftImpute\topksvd.m (206, 2016-05-23)
TestRecsys.m (943, 2016-05-23)
TestSyn.m (4376, 2020-02-27)
tools\lbfgsb\array.h (4556, 2016-05-23)
tools\lbfgsb\arrayofmatrices.cpp (2477, 2016-05-23)
tools\lbfgsb\arrayofmatrices.h (2148, 2016-05-23)
tools\lbfgsb\arrayofmatrices.obj (13872, 2016-05-23)
tools\lbfgsb\callbackMFLDA.m (91, 2016-05-23)
tools\lbfgsb\computeGradientHS038.m (290, 2016-05-23)
tools\lbfgsb\computeGradientMFLDA.m (1984, 2016-05-23)
tools\lbfgsb\computelnZ.m (798, 2016-05-23)
tools\lbfgsb\computelnZconst.m (303, 2016-05-23)
tools\lbfgsb\computem.m (353, 2016-05-23)
tools\lbfgsb\computeObjectiveHS038.m (220, 2016-05-23)
tools\lbfgsb\computeObjectiveMFLDA.m (451, 2016-05-23)
tools\lbfgsb\createsyntheticdata.m (591, 2016-05-23)
tools\lbfgsb\dirichletrnd.m (244, 2016-05-23)
tools\lbfgsb\examplehs038.m (1404, 2016-05-23)
tools\lbfgsb\exampleldaimages.m (2572, 2016-05-23)
tools\lbfgsb\gammarnd.m (423, 2016-05-23)
tools\lbfgsb\genericcallback.m (71, 2016-05-23)
tools\lbfgsb\lbfgsb.cpp (7445, 2016-05-23)
tools\lbfgsb\lbfgsb.m (2931, 2016-05-23)
tools\lbfgsb\lbfgsb.mexw32 (81920, 2016-05-23)
tools\lbfgsb\lbfgsb.mexw32.pdb (478208, 2016-05-23)
tools\lbfgsb\lbfgsb.mexw64 (123904, 2016-05-23)
tools\lbfgsb\lbfgsb.obj (24851, 2016-05-23)
... ...
Matlab code for:
Q.Yao, J.T.Kwok. Accelerated inexact soft-impute for fast large-scale matrix completion.
In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), Buenos Aires, Argentina, Jul 2015.
The code is verified with Matlab 2015a + windows 8.1 ***bit + Visual Studio 2012. If wrong with mex files, please re-complie .c files with your local compiler in Matlab.
If any bug is found, feel free to contact the author, contact information can be found at:
http://www.cse.ust.hk/~qyaoaa/
近期下载者：
相关文件：
收藏者：