資源簡介
該程序包是一種新的算法(LKDL),該算法是基于核的字典學習,能夠很好的應用于離線字典學習的預處理階段。
代碼片段和文件信息
function?ker_mat?=?calc_kernel(XT_Yker_params)
%?========================================================================
%?Author:?Alona?Golts?(zadneprovski@gmail.com)
%?Date:?05-04-2016
%
%?Compute?kernel?of?input?Gram?matrix
%
%?INPUT:
%?XT_Y???????-?gram?matrix?of?two?input?matrices?XY?->?(X‘*Y)
%?ker_params?-?structure?containing?kernel?parameters
%
%?OUTPUT:
%?ker_mat????-?calculated?kernel?matrix
%?========================================================================
X?=?ker_params.X;
Y?=?ker_params.Y;
ker_type?=?ker_params.ker_type;
ker_param_1?=?ker_params.ker_param_1;?
ker_param_2?=?ker_params.ker_param_2;?
switch?(ker_type)
????case?‘Linear‘
????????ker_mat?=?XT_Y;
????case?‘Polynomial‘
????????ker_mat?=?(XT_Y?+?ker_param_2).^ker_param_1;
????c
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????1015??2016-04-05?23:37??LKDL\calc_kernel.m
?????文件???????2143??2016-04-05?23:41??LKDL\calc_support.m
?????文件???????1819??2016-04-05?23:46??LKDL\calc_virtual_map.m
?????文件???????5837??2016-04-06?00:13??LKDL\classify_aux.m
?????文件???????8235??2016-04-06?00:22??LKDL\classify_aux_batch.m
?????文件???????5680??2016-04-05?22:30??LKDL\classify_main.asv
?????文件???????6169??2016-04-05?23:34??LKDL\classify_main.m
?????文件???????4673??2016-04-05?22:21??LKDL\create_enlarged_MNIST.m
?????文件???????7280??2016-04-05?22:59??LKDL\create_FIGURE_1a.m
?????文件???????4259??2016-04-05?23:05??LKDL\create_FIGURE_1b.m
?????文件???????6051??2016-04-05?23:01??LKDL\create_FIGURE_2.m
?????文件???????4723??2016-04-05?23:20??LKDL\create_FIGURE_3.m
?????文件???????3822??2016-04-05?23:20??LKDL\create_FIGURE_4a.m
?????文件???????4034??2016-03-27?21:50??LKDL\create_FIGURE_4b.m
?????文件???????2055??2016-04-06?00:37??LKDL\DEMO_Batch_LKDL.m
?????文件??????15990??2016-02-01?16:03??LKDL\dictlearn_mb_simple.m
?????文件???????7449??2015-08-14?19:03??LKDL\fkmeans.m
?????文件???????2493??2015-08-15?11:32??LKDL\gram.m
?????文件???????3229??2016-04-05?23:52??LKDL\init_dictionary.m
?????文件???????2788??2016-04-05?23:52??LKDL\KKSVD.m
?????文件???????2137??2016-04-05?23:56??LKDL\KKSVD_classify.m
?????文件???????2957??2016-04-05?23:57??LKDL\KKSVD_train.m
?????文件????????272??2015-08-15?11:43??LKDL\Knorms.m
?????文件????????805??2016-04-05?23:58??LKDL\KOMP.m
?????文件??????10726??2015-08-14?19:03??LKDL\KSVDCoresetAlg.m
?????文件???????1620??2016-04-05?23:59??LKDL\KSVD_classify.m
?????文件???????2432??2016-04-06?00:00??LKDL\KSVD_train.m
?????文件???????5604??2015-11-15?10:19??LKDL\lambdafun.m
?????文件????????264??2015-08-17?11:44??LKDL\mycolormap.mat
?????文件????????123??2015-08-20?22:25??LKDL\normcols.m
............此處省略15個文件信息
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