資源簡介
一個matlab的張量分析工具箱,含有常用的張量運算函數和張量分解函數,如tucker分解,張量乘以向量、矩陣、張量等。

代碼片段和文件信息
%?Tensor?Toolbox?(Sandia?National?Labs)
%?Version?2.5?01-FEB-2012
%
%?Tensor?Toolbox?for?dense?sparse?and?decomposed?n-way?arrays.
%?
%???cp_als?????????-?Compute?a?CP?decomposition?of?any?type?of?tensor.
%???cp_apr?????????-?Compute?nonnegative?CP?with?alternating?Poisson?regression.
%???cp_nmu?????????-?Compute?nonnegative?CP?with?multiplicative?updates.
%???cp_opt?????????-?Fits?a?CP?model?to?a?tensor?via?optimization.
%???cp_wopt????????-?Fits?a?weighted?CP?model?to?a?tensor?via?optimization.
%???create_guess???-?Creates?initial?guess?for?CP?or?Tucker?fitting.
%???create_problem?-?Create?test?problems?for?tensor?factorizations.
%???export_data????-?Export?tensor-related?data?to?a?file.
%???import_data????-?Import?tensor-related?data?to?a?file.
%???khatrirao??????-?Khatri-Rao?product?of?matrices.
%???parafac_als????-?Deprecated.?Use?CP_ALS?instead.
%???sptendiag??????-?Creates?a?sparse?tensor?with?v?on?the?diagonal.
%???sptenrand??????-?Sparse?uniformly?distributed?random?tensor.
%???sshopm?????????-?Shifted?power?method?for?finding?a?real?eigenpair?of?a?real?tensor.
%???sshopmc????????-?Shifted?power?method?for?real/complex?eigenpair?of?a?real?tensor.
%???tendiag????????-?Creates?a?tensor?with?v?on?the?diagonal.
%???teneye?????????-?Create?identity?tensor?of?specified?size.
%???tenones????????-?Ones?tensor.
%???tenrand????????-?Uniformly?distributed?pseudo-random?tensor.
%???tenzeros???????-?Create?zeros?tensor.
%???tucker_als?????-?Higher-order?orthogonal?iteration.
%
%?@TENSOR
%???and?????????-?Logical?AND?(&)?for?tensors.
%???collapse????-?Collapse?tensor?along?specified?dimensions.
%???contract????-?Contract?tensor?along?two?dimensions?(array?trace).
%???ctranspose??-?is?not?defined?for?tensors.
%???disp????????-?Command?window?display?of?a?tensor.
%???display?????-?Command?window?display?of?a?tensor.
%???double??????-?Convert?tensor?to?double?array.
%???end?????????-?Last?index?of?indexing?expression?for?tensor.
%???eq??????????-?Equal?(==)?for?tensors.
%???find????????-?Find?subscripts?of?nonzero?elements?in?a?tensor.
%???full????????-?Convert?to?a?(dense)?tensor.
%???ge??????????-?Greater?than?or?equal?(>=)?for?tensors.
%???gt??????????-?Greater?than?(>)?for?tensors.
%???innerprod???-?Efficient?inner?product?with?a?tensor.
%???isequal?????-?for?tensors.
%???issymmetric?-?Verify?that?a?tensor?X?is?symmetric?in?specified?modes.
%???ldivide?????-?Left?array?divide?for?tensor.
%???le??????????-?Less?than?or?equal?(<=)?for?tensor.
%???lt??????????-?Less?than?(<)?for?tensor.
%???minus???????-?Binary?subtraction?(-)?for?tensors.
%???mldivide????-?Slash?left?division?for?tensors.
%???mrdivide????-?Slash?right?division?for?tensors.
%???mtimes??????-?tensor-scalar?multiplication.
%???mttkrp??????-?Matricized?tensor?times?Khatri-Rao?product?for?tensor.
%???ndims???????-?Return?the?number?of?dimensions?of?a?tensor.
%???ne??????????-?Not?equal?(~=)?for?tensors.
%???nnz?????????-?Number?of?nonzeros?for?tensors.?
%???norm????????-?Frobenius?norm?of
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2012-02-01?12:19??tensor_toolbox_2.5\
?????目錄???????????0??2012-02-01?12:09??tensor_toolbox_2.5\@ktensor\
?????文件????????1577??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\arrange.m
?????文件????????1938??2012-02-01?12:15??tensor_toolbox_2.5\@ktensor\Contents.m
?????文件????????3162??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\datadisp.m
?????文件????????1111??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\disp.m
?????文件?????????704??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\display.m
?????文件?????????820??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\double.m
?????文件?????????940??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\end.m
?????文件?????????964??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\extract.m
?????文件????????3162??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\fixsigns.m
?????文件?????????859??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\full.m
?????文件????????1540??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\innerprod.m
?????文件?????????892??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\isequal.m
?????文件????????2298??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\ktensor.m
?????文件????????1197??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\minus.m
?????文件????????1055??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\mtimes.m
?????文件????????1213??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\mttkrp.m
?????文件?????????705??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\ncomponents.m
?????文件?????????675??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\ndims.m
?????文件?????????882??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\norm.m
?????文件????????2747??2012-02-01?10:42??tensor_toolbox_2.5\@ktensor\normalize.m
?????文件????????1850??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\nvecs.m
?????文件????????1015??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\permute.m
?????文件????????1036??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\plus.m
?????文件?????????888??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\redistribute.m
?????文件????????5127??2012-02-01?10:42??tensor_toolbox_2.5\@ktensor\score.m
?????文件?????????893??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\size.m
?????文件????????1537??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\subsasgn.m
?????文件????????1511??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\subsref.m
?????文件????????1060??2012-01-30?09:22??tensor_toolbox_2.5\@ktensor\times.m
............此處省略284個文件信息
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