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深度学习Matlab工具

上传者: qq_36868235 | 上传时间:2023/10/25 16:06:52 | 文件大小:14.07MB | 文件类型:rar
深度学习Matlab工具
利用matlab进行简单的深度学习,包含CNN、DBN、RBN、DNN等多种深度学习架构,是不错的资源。
本软件ID:10708955

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(75个子文件14.07MB)深度学习Matlab工具
DeepLearnToolbox-master
matlab.mat 128B
DeepLearnToolbox-master
.travis.yml 249B
NN
nnupdatefigures.m 1.81KB
nnsetup.m 1.80KB
nnpredict.m 188B
nnbp.m 1.60KB
nneval.m 772B
nntrain.m 2.36KB
nnapplygrads.m 628B
nnff.m 1.81KB
nnchecknumgrad.m 704B
nntest.m 180B
DBN
dbntrain.m 232B
dbnunfoldtonn.m 425B
rbmtrain.m 1.37KB
rbmup.m 89B
rbmdown.m 90B
dbnsetup.m 557B
data
mnist_uint8.mat 14.05MB
CNN
cnnnumgradcheck.m 3.35KB
cnnsetup.m 1.97KB
cnnff.m 1.73KB
cnntrain.m 845B
cnnapplygrads.m 575B
cnnbp.m 2.09KB
cnntest.m 193B
tests
test_cnn_gradients_are_numerically_correct.m 552B
test_example_NN.m 3.17KB
test_example_CNN.m 981B
test_nn_gradients_are_numerically_correct.m 749B
test_example_DBN.m 1.01KB
runalltests.m 165B
test_example_SAE.m 934B
LICENSE 1.28KB
CONTRIBUTING.md 544B
CAE
caeapplygrads.m 1.19KB
caebp.m 1011B
scaesetup.m 1.89KB
caebbp.m 917B
caeup.m 489B
caenumgradcheck.m 3.53KB
caesdlm.m 845B
scaetrain.m 270B
max3d.m 173B
caetrain.m 1.12KB
caedown.m 259B
caeexamples.m 754B
SAE
saesetup.m 132B
saetrain.m 308B
README_header.md 2.20KB
REFS.md 950B
README.md 8.53KB
util
softmax.m 256B
im2patches.m 313B
patches2im.m 242B
makeLMfilters.m 1.85KB
expand.m 1.91KB
flicker.m 208B
whiten.m 183B
visualize.m 1.05KB
randp.m 2.03KB
fliplrf.m 543B
tanh_opt.m 54B
allcomb.m 2.56KB
normalize.m 97B
randcorr.m 283B
myOctaveVersion.m 169B
isOctave.m 108B
sigm.m 48B
rnd.m 49B
zscore.m 137B
flipall.m 80B
flipudf.m 576B
sigmrnd.m 126B
create_readme.sh 744B
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