DeepLearnToolbox-master

代码说明：

  深度学习工具箱的matlab程序，包括NN,CNN,CAE,SAE,DBN等多种深度学习算法。 (It s a deep learning toolbox of matlab, including NN, CNN, CAE, SAE, DBN and other deep learning algorithms.)

文件列表：

DeepLearnToolbox-master
.......................\.travis.yml,249,2014-01-06
.......................\CAE
.......................\...\caeapplygrads.m,1219,2014-01-06
.......................\...\caebbp.m,917,2014-01-06
.......................\...\caebp.m,1011,2014-01-06
.......................\...\caedown.m,259,2014-01-06
.......................\...\caeexamples.m,754,2014-01-06
.......................\...\caenumgradcheck.m,3618,2014-01-06
.......................\...\caesdlm.m,845,2014-01-06
.......................\...\caetrain.m,1148,2014-01-06
.......................\...\caeup.m,489,2014-01-06
.......................\...\max3d.m,173,2014-01-06
.......................\...\scaesetup.m,1937,2014-01-06
.......................\...\scaetrain.m,270,2014-01-06
.......................\CNN
.......................\...\cnnapplygrads.m,575,2014-01-06
.......................\...\cnnbp.m,2141,2014-01-06
.......................\...\cnnff.m,1774,2014-01-06
.......................\...\cnnnumgradcheck.m,3430,2014-01-06
.......................\...\cnnsetup.m,2020,2014-01-06
.......................\...\cnnsetup.m.bak,2019,2014-01-06
.......................\...\cnntest.m,193,2014-01-06
.......................\...\cnntrain.m,845,2014-01-06
.......................\CONTRIBUTING.md,544,2014-01-06
.......................\create_readme.sh,744,2014-01-06
.......................\data
.......................\....\mnist_uint8.mat,14735220,2014-01-06
.......................\DBN
.......................\...\dbnsetup.m,557,2014-01-06
.......................\...\dbntrain.m,232,2014-01-06
.......................\...\dbnunfoldtonn.m,425,2014-01-06
.......................\...\rbmdown.m,90,2014-01-06
.......................\...\rbmtrain.m,1401,2014-01-06
.......................\...\rbmup.m,89,2014-01-06
.......................\htm" target=_blank>LICENSE,1313,2014-01-06
.......................\NN
.......................\..\nnapplygrads.m,628,2014-01-06
.......................\..\nnbp.m,1638,2014-01-06
.......................\..\nnchecknumgrad.m,704,2014-01-06
.......................\..\nneval.m,772,2014-01-06
.......................\..\nnff.m,1849,2014-01-06
.......................\..\nnpredict.m,188,2014-01-06
.......................\..\nnsetup.m,1844,2014-01-06
.......................\..\nntest.m,180,2014-01-06
.......................\..\nntrain.m,2414,2014-01-06
.......................\..\nnupdatefigures.m,1858,2014-01-06
.......................\README.md,8730,2014-01-06
.......................\README_header.md,2256,2014-01-06
.......................\REFS.md,950,2014-01-06
.......................\SAE
.......................\...\saesetup.m,132,2014-01-06
.......................\...\saetrain.m,308,2014-01-06
.......................\tests
.......................\.....\runalltests.m,165,2014-01-06
.......................\.....\test_cnn_gradients_are_numerically_correct.m,552,2014-01-06
.......................\.....\test_example_CNN.m,981,2014-01-06
.......................\.....\test_example_DBN.m,1031,2014-01-06
.......................\.....\test_example_NN.m,3247,2014-01-06
.......................\.....\test_example_SAE.m,934,2014-01-06
.......................\.....\test_nn_gradients_are_numerically_correct.m,749,2014-01-06
.......................\util
.......................\....\allcomb.m,2618,2014-01-06
.......................\....\expand.m,1958,2014-01-06
.......................\....\flicker.m,208,2014-01-06
.......................\....\flipall.m,80,2014-01-06
.......................\....\fliplrf.m,543,2014-01-06
.......................\....\flipudf.m,576,2014-01-06
.......................\....\im2patches.m,313,2014-01-06
.......................\....\isOctave.m,108,2014-01-06
.......................\....\makeLMfilters.m,1895,2014-01-06
.......................\....\normalize.m,97,2014-01-06
.......................\....\patches2im.m,242,2014-01-06
.......................\....\randcorr.m,283,2014-01-06
.......................\....\randp.m,2083,2014-01-06
.......................\....\rnd.m,49,2014-01-06
.......................\....\sigm.m,48,2014-01-06
.......................\....\sigmrnd.m,126,2014-01-06
.......................\....\softmax.m,256,2014-01-06
.......................\....\tanh_opt.m,54,2014-01-06
.......................\....\visualize.m,1072,2014-01-06
.......................\....\whiten.m,183,2014-01-06
.......................\....\zscore.m,137,2014-01-06