資源簡介
張量分解工具包 高維數據SVD分解 多重因子分析的工具

代碼片段和文件信息
function?[G]=calcore(XFactorsOptionsOMissingExist);
%CALCORE?Calculate?the?Tucker?core
%
%
%?[G]=calcore(XFactorsOptions);
%?[G]=calcore(XFactors);
%
%?This?algorithm?applies?to?the?general?N-way?case?so
%?the?unfolded?X?can?have?any?number?of?dimensions.?The?principles?of
%?‘projections‘?and?‘systematic?unfolding?methodology?(SUM)‘?are?used
%?in?this?algorithm?so?orthogonality?is?required.
%?This?algorithm?can?handle?missing?values?in?X?and
%?also?allows?for?TUCKER2?models?using?the?an?empty?matrix?in?the
%?corresponding?cell?of?Factors.
%?The?variable?‘Factors‘?must?contain?the?stringed-out?factors.
%?Copyright?(C)?1995-2006??Rasmus?Bro?&?Claus?Andersson
%?Copenhagen?University?DK-1958?Frederiksberg?Denmark?rb@life.ku.dk
%
%?This?program?is?free?software;?you?can?redistribute?it?and/or?modify?it?under?
%?the?terms?of?the?GNU?General?Public?License?as?published?by?the?Free?Software?
%?Foundation;?either?version?2?of?the?License?or?(at?your?option)?any?later?version.
%
%?This?program?is?distributed?in?the?hope?that?it?will?be?useful?but?WITHOUT?
%?ANY?WARRANTY;?without?even?the?implied?warranty?of?MERCHANTABILITY?or?FITNESS?
%?FOR?A?PARTICULAR?PURPOSE.??See?the?GNU?General?Public?License?for?more?details.
%?You?should?have?received?a?copy?of?the?GNU?General?Public?License?along?with?
%?this?program;?if?not?write?to?the?Free?Software?Foundation?Inc.?51?Franklin?
%?Street?Fifth?Floor?Boston?MA??02110-1301?USA.
format?compact
format?long
DimX?=?size(X);
X?=?reshape(XDimX(1)prod(DimX(2:end)));
ff?=?[];
for?f=1:length(Factors)
???ff=[ff;Factors{f}(:)];
???Fac(f)=size(Factors{f}2);
???if?isempty(Factors{f})?%?‘Tucker2‘?-?i.e.?no?compression?in?that?mode
??????Fac(f)?=?-1;
???end
end
Factors?=?ff;
%?Initialize?system?variables
if?length(Fac)==1
???Fac=Fac*ones(size(DimX));
end;
Fac_orig=Fac;
i=find(Fac==-1);
Fac(i)=zeros(1length(i));
N=size(Fac2);
FIdx0=zeros(1N);
FIdx1=zeros(1N);
if?~exist(‘MissingExist‘)
???if?sum(isnan(X(:)))>0
??????MissingExist=1;
???else
??????MissingExist=0;
???end;
end;
FIdx0=cumsum([1?DimX(1:N-1).*Fac(1:N-1)]);
FIdx1=cumsum([DimX.*Fac]);
if?~exist(‘O‘)?|?isempty(O)
???O=1;
end;
if?O?%means?orthogonality
???CurDimX=DimX;
???RedData=X;
???for?c=1:N
??????
??????if?Fac_orig(c)==-1
?????????kthFactor=eye(DimX(c));
?????????CurDimX(c)=DimX(c);
??????else
?????????kthFactor=reshape(Factors(FIdx0(c):FIdx1(c))DimX(c)Fac(c));
?????????CurDimX(c)=Fac(c);
??????end;??????
??????if?MissingExist
?????????RedData=missmult(kthFactor‘RedData);
??????else
?????????RedData=kthFactor‘*RedData;
??????end;
??????
??????if?c~=N
?????????newi=CurDimX(c+1);
?????????newj=prod(CurDimX)/CurDimX(c+1);
??????else
?????????newi=CurDimX(1);
?????????newj=prod(CurDimX)/CurDimX(1);
??????end;
??????
??????RedData=reshape(RedData‘newinewj);
???end;
???G=RedData;
else?%oblique?factors
???
???LMatTmp=1;
???if?Fac_
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????1616??2007-05-09?19:44??ver3.1\brod.mat
?????文件????????3718??2007-05-09?19:43??ver3.1\calcore.m
?????文件????????1348??2007-05-15?08:31??ver3.1\ckron.m
?????文件??????492152??2007-05-09?19:44??ver3.1\claus.mat
?????文件?????????667??2007-05-09?19:43??ver3.1\cmatrep.m
?????文件?????????154??2007-05-09?19:43??ver3.1\complpol.m
?????文件????????4580??2007-07-15?22:12??ver3.1\contents.m
?????文件????????7557??2007-05-09?19:43??ver3.1\corcond.m
?????文件????????1405??2007-05-09?19:43??ver3.1\coredian.m
?????文件????????1856??2007-05-09?19:43??ver3.1\coreswdn.m
?????文件????????1294??2007-05-09?19:43??ver3.1\corevarn.m
?????文件?????1417392??2007-05-09?19:44??ver3.1\dataset1.mat
?????文件?????1403840??2007-05-09?19:44??ver3.1\dataset1res.mat
?????文件?????1564496??2007-05-09?19:44??ver3.1\dataset2res.mat
?????文件?????1565536??2007-05-09?19:44??ver3.1\dataset3res.mat
?????文件?????????640??2007-05-09?19:43??ver3.1\def.mat
?????文件????????1310??2007-05-09?19:43??ver3.1\demos.m
?????文件????????2770??2007-05-09?19:43??ver3.1\derdia3.m
?????文件????????3069??2007-05-09?19:43??ver3.1\derswd3.m
?????文件????????4067??2007-05-09?19:43??ver3.1\dervar3.m
?????文件?????2870128??2007-05-09?19:44??ver3.1\dorrit.mat
?????文件????????3538??2007-08-07?12:17??ver3.1\dtld.m
?????文件????????2298??2007-05-09?19:43??ver3.1\explcore.m
?????文件????????1753??2007-05-09?19:43??ver3.1\fac2let.m
?????文件????????2684??2007-05-09?19:43??ver3.1\fastnnls.m
?????文件????????7124??2007-05-09?19:43??ver3.1\fnipals.m
?????文件????????2920??2007-05-09?19:43??ver3.1\fnnls.m
?????文件????????1084??2007-05-09?19:43??ver3.1\getindxn.m
?????文件????????3283??2007-08-07?12:17??ver3.1\gram.m
?????文件????????1815??2007-05-09?19:43??ver3.1\gsm.m
?????文件????????8576??2007-05-09?19:44??ver3.1\howto1.mat
............此處省略58個文件信息
- 上一篇:小巧的螺旋槳設計軟件
- 下一篇:CAD轉excel神器
評論
共有 條評論