资源简介

张量工具包,张量的基本函数,包括cp分解,tucker分解,以及关于工具包的使用手册pdf

资源截图

代码片段和文件信息

% Tensor Toolbox (Sandia National Labs)
% Version 2.6 06-FEB-2015
% Tensor Toolbox for dense sparse and decomposed n-way arrays.

% Tensor Toolbox Classes:
%   Tensor     - Dense tensors.
%   Sptensor   - Sparse tensors.
%   Ktensor    - Kruskal decomposed tensors.
%   TTensor    - Tucker decomposed tensors.
%   Tenmat     - Tensor as matrix.
%   Sptenmat   - Sparse tensor as matrix.

% Tensor Toolbox Functions:
%   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

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     目录           0  2015-02-06 14:13  tensor_toolbox_2.6\
     目录           0  2015-02-06 14:07  tensor_toolbox_2.6\@ktensor\
     文件        1594  2015-01-26 16:42  tensor_toolbox_2.6\@ktensor\arrange.m
     文件        3162  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\datadisp.m
     文件        1111  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\disp.m
     文件         704  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\display.m
     文件         834  2015-01-26 16:42  tensor_toolbox_2.6\@ktensor\double.m
     文件         940  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\end.m
     文件         964  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\extract.m
     文件        3162  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\fixsigns.m
     文件         875  2015-01-26 16:42  tensor_toolbox_2.6\@ktensor\full.m
     文件        1540  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\innerprod.m
     文件        1304  2015-01-26 16:42  tensor_toolbox_2.6\@ktensor\isequal.m
     文件        1274  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\issymmetric.m
     文件        4722  2015-02-06 14:06  tensor_toolbox_2.6\@ktensor\ktensor.m
     文件        1197  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\minus.m
     文件        1055  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\mtimes.m
     文件        1213  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\mttkrp.m
     文件         705  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\ncomponents.m
     文件         675  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\ndims.m
     文件         882  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\norm.m
     文件        2827  2015-01-26 16:42  tensor_toolbox_2.6\@ktensor\normalize.m
     文件        1850  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\nvecs.m
     文件        1015  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\permute.m
     文件        1036  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\plus.m
     文件         888  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\redistribute.m
     文件        5141  2015-02-05 14:06  tensor_toolbox_2.6\@ktensor\score.m
     文件         893  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\size.m
     文件        1537  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\subsasgn.m
     文件        1883  2015-01-26 15:07  tensor_toolbox_2.6\@ktensor\subsref.m
     文件        1728  2015-01-26 16:42  tensor_toolbox_2.6\@ktensor\symmetrize.m
............此处省略272个文件信息

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