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Category : matlab
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- Update : 2018-03-28
- Size : 125kb
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- Author ：东东1***
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Introduction - If you have any usage issues, please Google them yourself
unction [A,B,C,LLF,I,J,K] = parafac(XPK,I,N,epsilon)
% PARAFAC Parallel factor analysis for an three-way data array
% The iterative process is continued until that m > 300 or ABS((LF(m)-LF(m-1))
% /LF(m-1)) is less than epsilon.Noted that m is the iterative number.
% The epsilon may also be 10*MAX(SIZE(XPK))*NORM(XPK,1)*EPS.
%
% This can be overridden with [A,B,C] = PARAFAC(XPK,I,N,epsilon).
%
% [A,B,C,LLF] = PARAFAC(XPK,I,N,epsilon) also returns a vector LLF(=LOG(LF))
% where LF is a loss function vector obtained by calculating the square of
% Frobenius matrix norm of (XPK-XPK*) at each iteration step.
Packet file list
(Preview for download)
| Filename | Size | Update |
|---|
| missmean.m | 1019 | 2002-03-05
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| ncrossdecomp.m | 14870 | 2002-12-06
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| pfplot.m | 4363 | 2002-12-06
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| nprocess.m | 9233 | 2003-10-15
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| npls.m | 43309 | 2005-08-22
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| contents.m | 3745 | 2002-08-17
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| readme.txt | 4387 | 2002-08-17
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| parafac.m | 33776 | 2005-08-19
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| fac2let.m | 1212 | 2002-08-17
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| two2n.m | 1714 | 2002-08-17
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| ncrossdecompn.m | 17777 | 2002-08-17
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| npred.m | 3609 | 2002-08-16
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| pfls.m | 3141 | 2002-08-03
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| derswd3.m | 2217 | 2002-07-09
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| coreswdn.m | 1028 | 2002-07-09
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| ini.m | 7916 | 2002-03-26
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| tuck.mat | 432 | 2002-03-05
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| ulsr.m | 2868 | 2002-03-05
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| unimodal.m | 1193 | 2002-03-05
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| unimodalcrossproducts.m | 4566 | 2002-03-05
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| refold3.m | 372 | 2002-03-05
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| setnans1.m | 3586 | 2002-03-05
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| setopts.m | 2540 | 2002-03-05
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| stdnan.m | 1056 | 2002-03-05
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| t3core.m | 3066 | 2002-03-05
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| tuckdemo.m | 4229 | 2002-03-05
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| tucker.m | 36107 | 2005-08-19
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| parademo.m | 3974 | 2002-03-05
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| pftest.m | 5004 | 2002-03-05
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| plotfac.m | 3629 | 2002-03-05
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| ppp.m | 1459 | 2002-03-05
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| noptiopf.mat | 76 | 2002-03-05
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| noptiot3.mat | 108 | 2002-03-05
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| normit.m | 568 | 2002-03-05
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| nsetdiff.m | 1313 | 2002-03-05
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| nshape.m | 3140 | 2002-03-05
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| ntimes.m | 1562 | 2002-03-05
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| ncosine.m | 2606 | 2002-03-05
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| ncrossreg.m | 8965 | 2002-03-05
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| neye.m | 1625 | 2002-03-05
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| nident.m | 598 | 2002-03-05
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| nmodel.m | 5580 | 2002-03-05
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| nonneg.m | 2453 | 2002-03-05
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| maxdia3.m | 4408 | 2002-03-05
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| maxswd3.m | 3938 | 2002-03-05
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| maxvar3.m | 4374 | 2002-03-05
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| corcond.m | 7172 | 2003-10-15
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| missmult.m | 930 | 2002-03-05
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| misssum.m | 1197 | 2002-03-05
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| monreg.m | 2338 | 2002-03-05
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| getindxn.m | 494 | 2002-03-05
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| gram.m | 2488 | 2002-03-05
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| gsm.m | 998 | 2002-03-05
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| info.xml | 958 | 2002-03-05
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| inituck.m | 5981 | 2002-03-05
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| kr.m | 1427 | 2002-03-05
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| dervar3.m | 3239 | 2002-03-05
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| dtld.m | 3398 | 2002-03-05
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| explcore.m | 1709 | 2002-03-05
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| fastnnls.m | 1913 | 2002-03-05
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| fnipals.m | 6534 | 2002-03-05
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| fnnls.m | 2788 | 2002-03-05
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| COMPLPOL.M | 154 | 2002-03-05
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| coredian.m | 577 | 2002-03-05
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| corevarn.m | 466 | 2002-03-05
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| def.mat | 640 | 2002-03-05
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| demos.m | 504 | 2002-03-05
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| derdia3.m | 1918 | 2002-03-05
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| calcore.m | 3184 | 2002-03-05
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| ckron.m | 538 | 2002-03-05
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| cmatrep.m | 667 | 2002-03-05
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| outerm.m | 1862 | 1999-03-29
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| parafac2.m | 33001 | 2004-04-12 |
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