文件名称:DeepLearnToolbox-master

介绍说明--下载内容均来自于网络,请自行研究使用

这是用于深度学习的Matlab工具箱
深度学习是机器学习的一个新的子领域,专注于学习深层次的数据模型。
它的灵感来自于人类大脑的明显的深层次(分层的)层次结构。
目录包括`NN /` - 一个用于前馈反向传播神经网络的库,`CNN /` - 卷积神经网络库,`SAE /` - 堆叠式自动编码器库,`CAE /` - 卷积自动编码器库,`util /` - 库使用的功能函数,`data /` - 实例使用的数据,`tests /` - 单元测试来验证工具箱是否正常工作(A Matlab toolbox for Deep Learning.
Directories included in the toolbox
-----------------------------------

`NN/`  - A library for Feedforward Backpropagation Neural Networks

`CNN/` - A library for Convolutional Neural Networks

`DBN/` - A library for Deep Belief Networks

`SAE/` - A library for Stacked Auto-Encoders

`CAE/` - A library for Convolutional Auto-Encoders

`util/` - Utility functions used by the libraries

`data/` - Data used by the examples

`tests/` - unit tests to verify toolbox is working)
(系统自动生成,下载前可以参看下载内容)

下载文件列表

DeepLearnToolbox-master

DeepLearnToolbox-master\.travis.yml

DeepLearnToolbox-master\Autoencoder_Code

DeepLearnToolbox-master\Autoencoder_Code\backprop.m

DeepLearnToolbox-master\Autoencoder_Code\backpropclassify.m

DeepLearnToolbox-master\Autoencoder_Code\CG_CLASSIFY.m

DeepLearnToolbox-master\Autoencoder_Code\CG_CLASSIFY_INIT.m

DeepLearnToolbox-master\Autoencoder_Code\CG_MNIST.m

DeepLearnToolbox-master\Autoencoder_Code\converter.m

DeepLearnToolbox-master\Autoencoder_Code\makebatches.m

DeepLearnToolbox-master\Autoencoder_Code\mnistclassify.m

DeepLearnToolbox-master\Autoencoder_Code\mnistdeepauto.m

DeepLearnToolbox-master\Autoencoder_Code\mnistdisp.m

DeepLearnToolbox-master\Autoencoder_Code\rbm.m

DeepLearnToolbox-master\Autoencoder_Code\rbmhidlinear.m

DeepLearnToolbox-master\Autoencoder_Code\README.txt

DeepLearnToolbox-master\CAE

DeepLearnToolbox-master\CAE\caeapplygrads.m

DeepLearnToolbox-master\CAE\caebbp.m

DeepLearnToolbox-master\CAE\caebp.m

DeepLearnToolbox-master\CAE\caedown.m

DeepLearnToolbox-master\CAE\caeexamples.m

DeepLearnToolbox-master\CAE\caenumgradcheck.m

DeepLearnToolbox-master\CAE\caesdlm.m

DeepLearnToolbox-master\CAE\caetrain.m

DeepLearnToolbox-master\CAE\caeup.m

DeepLearnToolbox-master\CAE\max3d.m

DeepLearnToolbox-master\CAE\scaesetup.m

DeepLearnToolbox-master\CAE\scaetrain.m

DeepLearnToolbox-master\CNN

DeepLearnToolbox-master\CNN\cnnapplygrads.m

DeepLearnToolbox-master\CNN\cnnbp.m

DeepLearnToolbox-master\CNN\cnnff.m

DeepLearnToolbox-master\CNN\cnnnumgradcheck.m

DeepLearnToolbox-master\CNN\cnnsetup.m

DeepLearnToolbox-master\CNN\cnntest.m

DeepLearnToolbox-master\CNN\cnntrain.m

DeepLearnToolbox-master\CONTRIBUTING.md

DeepLearnToolbox-master\create_readme.sh

DeepLearnToolbox-master\data

DeepLearnToolbox-master\data\mnist_uint8.mat

DeepLearnToolbox-master\DBN

DeepLearnToolbox-master\DBN\dbnsetup.m

DeepLearnToolbox-master\DBN\dbntrain.m

DeepLearnToolbox-master\DBN\dbnunfoldtonn.m

DeepLearnToolbox-master\DBN\rbmdown.m

DeepLearnToolbox-master\DBN\rbmtrain.m

DeepLearnToolbox-master\DBN\rbmup.m

DeepLearnToolbox-master\LICENSE

DeepLearnToolbox-master\NN

DeepLearnToolbox-master\NN\nnapplygrads.m

DeepLearnToolbox-master\NN\nnbp.m

DeepLearnToolbox-master\NN\nnchecknumgrad.m

DeepLearnToolbox-master\NN\nneval.m

DeepLearnToolbox-master\NN\nnff.m

DeepLearnToolbox-master\NN\nnpredict.m

DeepLearnToolbox-master\NN\nnsetup.m

DeepLearnToolbox-master\NN\nntest.m

DeepLearnToolbox-master\NN\nntrain.m

DeepLearnToolbox-master\NN\nnupdatefigures.m

DeepLearnToolbox-master\README.md

DeepLearnToolbox-master\README_header.md

DeepLearnToolbox-master\REFS.md

DeepLearnToolbox-master\SAE

DeepLearnToolbox-master\SAE\saesetup.m

DeepLearnToolbox-master\SAE\saetrain.m

DeepLearnToolbox-master\tests

DeepLearnToolbox-master\tests\runalltests.m

DeepLearnToolbox-master\tests\test_cnn_gradients_are_numerically_correct.m

DeepLearnToolbox-master\tests\test_example_CNN.m

DeepLearnToolbox-master\tests\test_example_DBN.m

DeepLearnToolbox-master\tests\test_example_NN.m

DeepLearnToolbox-master\tests\test_example_SAE.m

DeepLearnToolbox-master\tests\test_nn_gradients_are_numerically_correct.m

DeepLearnToolbox-master\util

DeepLearnToolbox-master\util\allcomb.m

DeepLearnToolbox-master\util\expand.m

DeepLearnToolbox-master\util\flicker.m

DeepLearnToolbox-master\util\flipall.m

DeepLearnToolbox-master\util\fliplrf.m

DeepLearnToolbox-master\util\flipudf.m

DeepLearnToolbox-master\util\im2patches.m

DeepLearnToolbox-master\util\isOctave.m

DeepLearnToolbox-master\util\makeLMfilters.m

DeepLearnToolbox-master\util\myOctaveVersion.m

DeepLearnToolbox-master\util\normalize.m

DeepLearnToolbox-master\util\patches2im.m

DeepLearnToolbox-master\util\randcorr.m

DeepLearnToolbox-master\util\randp.m

DeepLearnToolbox-master\util\rnd.m

DeepLearnToolbox-master\util\sigm.m

DeepLearnToolbox-master\util\sigmrnd.m

DeepLearnToolbox-master\util\softmax.m

DeepLearnToolbox-master\util\tanh_opt.m

DeepLearnToolbox-master\util\visualize.m

DeepLearnToolbox-master\util\whiten.m

DeepLearnToolbox-master\util\zscore.m

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