資源簡介
包含主流機器學習代碼工具箱,可以直接加載到matlab中,有NN,RBM,CNN,SAE,CAE,里面有數據和仿真,適合機器學習和深度學習開發
代碼片段和文件信息
function?cae?=?caeapplygrads(cae)
????cae.sv?=?0;
????for?j?=?1?:?numel(cae.a)
????????for?i?=?1?:?numel(cae.i)
%?????????????cae.vik{i}{j}?=?cae.momentum?*?cae.vik{i}{j}?+?cae.alpha?./?(cae.sigma?+?cae.ddik{i}{j})?.*?cae.dik{i}{j};
%?????????????cae.vok{i}{j}?=?cae.momentum?*?cae.vok{i}{j}?+?cae.alpha?./?(cae.sigma?+?cae.ddok{i}{j})?.*?cae.dok{i}{j};
????????????cae.vik{i}{j}?=?cae.alpha?*?cae.dik{i}{j};
????????????cae.vok{i}{j}?=?cae.alpha?*?cae.dok{i}{j};
????????????cae.sv?=?cae.sv?+?sum(cae.vik{i}{j}(:)?.^?2);
????????????cae.sv?=?cae.sv?+?sum(cae.vok{i}{j}(:)?.^?2);
????????????cae.ik{i}{j}?=?cae.ik{i}{j}?-?cae.vik{i}{j};
????????????cae.ok{i}{j}?=?cae.ok{i}{j}?-?cae.vok{i}{j};
????????end
%?????????cae.vb{j}?=?cae.momentum?*?cae.vb{j}?+?cae.alpha?/?(cae.sigma?+?cae.ddb{j})?*?cae.db{j};
????????cae.vb{j}?=?cae.alpha?*?cae.db{j};
????????cae.sv?=?cae.sv?+?sum(cae.vb{j}?.^?2);
????????cae.b{j}?=?cae.b{j}?-?cae.vb{j};
????end
????for?i?=?1?:?numel(cae.o)
%?????????cae.vc{i}?=?cae.momentum?*?cae.vc{i}?+?cae.alpha?/?(cae.sigma?+?cae.ddc{i})?*?cae.dc{i};
????????cae.vc{i}?=?cae.alpha?*?cae.dc{i};
????????cae.sv?=?cae.sv?+?sum(cae.vc{i}?.^?2);
????????cae.c{i}?=?cae.c{i}?-?cae.vc{i};
????end
end
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????482??2015-04-27?15:50??DeepLearnToolbox\.git\config
?????文件?????????73??2015-04-27?15:50??DeepLearnToolbox\.git\desc
?????文件????????485??2015-04-27?15:50??DeepLearnToolbox\.git\FETCH_HEAD
?????文件?????????23??2015-04-27?15:50??DeepLearnToolbox\.git\HEAD
?????文件????????452??2015-04-27?15:50??DeepLearnToolbox\.git\hooks\applypatch-msg.sample
?????文件????????896??2015-04-27?15:50??DeepLearnToolbox\.git\hooks\commit-msg.sample
?????文件????????189??2015-04-27?15:50??DeepLearnToolbox\.git\hooks\post-update.sample
?????文件????????398??2015-04-27?15:50??DeepLearnToolbox\.git\hooks\pre-applypatch.sample
?????文件???????1642??2015-04-27?15:50??DeepLearnToolbox\.git\hooks\pre-commit.sample
?????文件???????1352??2015-04-27?15:50??DeepLearnToolbox\.git\hooks\pre-push.sample
?????文件???????4951??2015-04-27?15:50??DeepLearnToolbox\.git\hooks\pre-reba
?????文件???????1239??2015-04-27?15:50??DeepLearnToolbox\.git\hooks\prepare-commit-msg.sample
?????文件???????3611??2015-04-27?15:50??DeepLearnToolbox\.git\hooks\update.sample
?????文件???????6104??2015-04-27?15:50??DeepLearnToolbox\.git\index
?????文件????????240??2015-04-27?15:50??DeepLearnToolbox\.git\info\exclude
?????文件????????195??2015-04-27?15:50??DeepLearnToolbox\.git\logs\HEAD
?????文件????????195??2015-04-27?15:50??DeepLearnToolbox\.git\logs\refs\heads\master
?????文件????????195??2015-04-27?15:50??DeepLearnToolbox\.git\logs\refs\remotes\origin\HEAD
?????文件????????220??2015-04-27?15:50??DeepLearnToolbox\.git\logs\refs\remotes\rasmusbergpalm\master
?????文件????????220??2015-04-27?15:50??DeepLearnToolbox\.git\logs\refs\remotes\rasmusbergpalm\unstable
?????文件??????30276??2015-04-27?15:50??DeepLearnToolbox\.git\ob
?????文件???14948708??2015-04-27?15:50??DeepLearnToolbox\.git\ob
?????文件????????177??2015-04-27?15:50??DeepLearnToolbox\.git\packed-refs
?????文件?????????41??2015-04-27?15:50??DeepLearnToolbox\.git\refs\heads\master
?????文件?????????32??2015-04-27?15:50??DeepLearnToolbox\.git\refs\remotes\origin\HEAD
?????文件?????????41??2015-04-27?15:50??DeepLearnToolbox\.git\refs\remotes\rasmusbergpalm\master
?????文件?????????41??2015-04-27?15:50??DeepLearnToolbox\.git\refs\remotes\rasmusbergpalm\unstable
?????文件????????259??2015-04-27?15:50??DeepLearnToolbox\.travis.yml
?????文件???????1248??2015-04-27?15:50??DeepLearnToolbox\CAE\caeapplygrads.m
?????文件????????946??2015-04-27?15:50??DeepLearnToolbox\CAE\caebbp.m
............此處省略103個文件信息
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