DeepLearnToolbox-master

代码说明：

  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)

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