資源簡介
這是關于深度學習的一些很重要的代碼 包括基礎的深度學習 RBM等,還有用深度學習去訓練神經網絡等等
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.d
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????249??2014-01-12?03:39??DeepLearnToolbox-master\.travis.yml
?????文件????????544??2014-01-12?03:39??DeepLearnToolbox-master\CONTRIBUTING.md
?????文件????????744??2014-01-12?03:39??DeepLearnToolbox-master\create_readme.sh
?????文件???????1313??2014-01-12?03:39??DeepLearnToolbox-master\LICENSE
?????文件???????8730??2014-01-12?03:39??DeepLearnToolbox-master\README.md
?????文件???????2256??2014-01-12?03:39??DeepLearnToolbox-master\README_header.md
?????文件????????950??2014-01-12?03:39??DeepLearnToolbox-master\REFS.md
?????文件???????2618??2014-01-12?03:39??DeepLearnToolbox-master\util\allcomb.m
?????文件???????1958??2014-01-12?03:39??DeepLearnToolbox-master\util\expand.m
?????文件????????208??2014-01-12?03:39??DeepLearnToolbox-master\util\flicker.m
?????文件?????????80??2014-01-12?03:39??DeepLearnToolbox-master\util\flipall.m
?????文件????????543??2014-01-12?03:39??DeepLearnToolbox-master\util\fliplrf.m
?????文件????????576??2014-01-12?03:39??DeepLearnToolbox-master\util\flipudf.m
?????文件????????313??2014-01-12?03:39??DeepLearnToolbox-master\util\im2patches.m
?????文件????????108??2014-01-12?03:39??DeepLearnToolbox-master\util\isOctave.m
?????文件???????1895??2014-01-12?03:39??DeepLearnToolbox-master\util\makeLMfilters.m
?????文件????????169??2014-01-12?03:39??DeepLearnToolbox-master\util\myOctaveVersion.m
?????文件?????????97??2014-01-12?03:39??DeepLearnToolbox-master\util\normalize.m
?????文件????????242??2014-01-12?03:39??DeepLearnToolbox-master\util\patches2im.m
?????文件????????283??2014-01-12?03:39??DeepLearnToolbox-master\util\randcorr.m
?????文件???????2083??2014-01-12?03:39??DeepLearnToolbox-master\util\randp.m
?????文件?????????49??2014-01-12?03:39??DeepLearnToolbox-master\util\rnd.m
?????文件?????????48??2014-01-12?03:39??DeepLearnToolbox-master\util\sigm.m
?????文件????????126??2014-01-12?03:39??DeepLearnToolbox-master\util\sigmrnd.m
?????文件????????256??2014-01-12?03:39??DeepLearnToolbox-master\util\softmax.m
?????文件?????????54??2014-01-12?03:39??DeepLearnToolbox-master\util\tanh_opt.m
?????文件???????1072??2014-01-12?03:39??DeepLearnToolbox-master\util\visualize.m
?????文件????????183??2014-01-12?03:39??DeepLearnToolbox-master\util\whiten.m
?????文件????????137??2014-01-12?03:39??DeepLearnToolbox-master\util\zscore.m
?????文件???14735220??2014-01-12?03:39??DeepLearnToolbox-master\tests\mnist_uint8.mat
............此處省略57個文件信息
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