資源簡介
壓縮包內附pdf的文件解釋,包含SparsePCA, LARS, LASSO 和 elastic net算法等等,內容完備。除了算法本身的m文件外,每種算法還配有各自的應用例子,即直接運行包內的example即可。此外,該壓縮包還包含去均值、歸一化以及cholesky分解。(如果運行時報出“類 RandStream 沒有名為 'setDefaultStream' 的常量屬性或靜態方法”的錯誤,將example*.m文件中開頭和結尾處的RandStream相關代碼注釋掉就OK了)

代碼片段和文件信息
function?[X?mu]?=?center(X)
%CENTER?Center?the?columns?(variables)?of?a?data?matrix?to?zero?mean.
%
%???X?=?CENTER(X)?centers?the?observations?of?a?data?matrix?such?that?each
%???variable?(column)?has?zero?mean.
%
%???[X?MU]?=?CENTER(X)?also?returns?a?vector?MU?of?mean?values?for?each
%???variable.?
%
%???This?function?is?an?auxiliary?part?of?SpaSM?a?matlab?toolbox?for
%???sparse?modeling?and?analysis.
%
%??See?also?NORMALIZE.
n?=?size(X1);
mu?=?mean(X);
X?=?X?-?ones(n1)*mu;
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????501??2012-01-20?10:46??spasm_code\center.m
?????文件????????833??2012-01-20?10:47??spasm_code\choldelete.m
?????文件???????1461??2012-01-20?10:47??spasm_code\cholinsert.m
?????文件???????7448??2012-02-07?15:48??spasm_code\elasticnet.m
?????文件????????726??2012-01-20?13:23??spasm_code\example_elasticnet.m
?????文件????????910??2012-02-07?16:16??spasm_code\example_forwardselection.m
?????文件????????884??2012-02-07?16:14??spasm_code\example_lar.m
?????文件????????888??2011-03-02?22:42??spasm_code\example_lasso.m
?????文件???????2508??2012-02-14?10:53??spasm_code\example_slda.m
?????文件???????1119??2012-03-13?10:30??spasm_code\example_spca.m
?????文件???????7202??2012-02-07?15:43??spasm_code\forwardselection.m
?????文件?????127471??2012-09-19?16:59??spasm_code\grplasso-2.pdf
?????文件?????127471??2012-09-19?16:59??spasm_code\grplasso.pdf
?????文件???????7639??2012-02-07?15:53??spasm_code\lar.m
?????文件???????5881??2012-02-07?15:51??spasm_code\larsen.m
?????文件???????6676??2012-02-07?15:47??spasm_code\lasso.m
?????文件?????162406??2012-09-19?16:59??spasm_code\Matlab?implementation?of?LASSO?LARS?the?elastic?net?and?SPCA.pdf
?????文件?????280861??2012-09-19?16:59??spasm_code\Matlab?Implementation-1.pdf
?????文件????????800??2012-01-20?10:46??spasm_code\normalize.m
?????文件????????474??2012-02-07?16:04??spasm_code\profile_elasticnet.m
?????文件????????432??2012-02-07?16:04??spasm_code\profile_lar.m
?????文件????????416??2012-02-07?16:04??spasm_code\profile_lasso.m
?????文件????????925??2012-02-07?15:12??spasm_code\profile_slda.m
?????文件????????464??2012-02-07?16:03??spasm_code\profile_spca.m
?????文件???????7383??2012-01-20?10:50??spasm_code\slda.m
?????文件?????507029??2012-09-19?17:04??spasm_code\spasm_paper.pdf
?????文件???????7496??2012-02-07?12:49??spasm_code\spca.m
?????文件????????562??2012-02-07?20:42??spasm_code\test_cholesky.m
?????文件????????477??2012-02-07?16:05??spasm_code\test_elasticnet_lasso_equivalence.m
?????文件????????489??2012-02-07?16:05??spasm_code\test_elasticnet_orthogonal_variables.m
............此處省略13個文件信息
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