DeepLearning

代码说明：

  包含神经网络、卷积神经网络、深度信念网络等深度学习程序，该程序可以用于语音识别、分类等处。(Deep learning programs including neural network, convolutional neural network and deep belief network can be used for speech recognition, classification and so on.)

文件列表：

DeepLearn
DeepLearn\CAE
DeepLearn\CAE\caeapplygrads.m, 1219, 2013-01-05
DeepLearn\CAE\caebbp.m, 917, 2013-01-05
DeepLearn\CAE\caebp.m, 1011, 2013-01-05
DeepLearn\CAE\caedown.m, 259, 2013-01-05
DeepLearn\CAE\caeexamples.m, 764, 2013-01-05
DeepLearn\CAE\caenumgradcheck.m, 3618, 2013-01-05
DeepLearn\CAE\caesdlm.m, 845, 2013-01-05
DeepLearn\CAE\caetrain.m, 1148, 2013-01-05
DeepLearn\CAE\caeup.m, 489, 2013-01-05
DeepLearn\CAE\max3d.m, 173, 2013-01-05
DeepLearn\CAE\scaesetup.m, 1937, 2013-01-05
DeepLearn\CAE\scaetrain.m, 270, 2013-01-05
DeepLearn\CNN
DeepLearn\CNN\cnnapplygrads.m, 571, 2013-01-05
DeepLearn\CNN\cnnbp.m, 2140, 2013-01-05
DeepLearn\CNN\cnnff.m, 1774, 2013-01-05
DeepLearn\CNN\cnnnumgradcheck.m, 3590, 2013-01-05
DeepLearn\CNN\cnnsetup.m, 1147, 2013-01-05
DeepLearn\CNN\cnntest.m, 193, 2013-01-05
DeepLearn\CNN\cnntrain.m, 845, 2013-01-05
DeepLearn\DBN
DeepLearn\DBN\dbnsetup.m, 557, 2013-01-05
DeepLearn\DBN\dbntrain.m, 232, 2013-01-05
DeepLearn\DBN\dbnunfoldtonn.m, 343, 2013-01-05
DeepLearn\DBN\rbmdown.m, 90, 2013-01-05
DeepLearn\DBN\rbmtrain.m, 1328, 2013-01-05
DeepLearn\DBN\rbmup.m, 89, 2013-01-05
DeepLearn\LICENSE, 1313, 2013-01-05
DeepLearn\NN
DeepLearn\NN\nnapplygrads.m, 486, 2013-01-05
DeepLearn\NN\nnbp.m, 760, 2013-01-05
DeepLearn\NN\nnchecknumgrad.m, 1154, 2013-01-05
DeepLearn\NN\nnff.m, 924, 2013-01-05
DeepLearn\NN\nnsetup.m, 1438, 2013-01-05
DeepLearn\NN\nntest.m, 234, 2013-01-05
DeepLearn\NN\nntrain.m, 1611, 2013-01-05
DeepLearn\README.md, 6223, 2013-01-05
DeepLearn\README_header.md, 1699, 2013-01-05
DeepLearn\REFS.md, 950, 2013-01-05
DeepLearn\SAE
DeepLearn\SAE\saesetup.m, 132, 2013-01-05
DeepLearn\SAE\saetrain.m, 258, 2013-01-05
DeepLearn\create_readme.sh, 744, 2013-01-05
DeepLearn\data
DeepLearn\data\mnist_uint8.mat, 14735220, 2013-01-05
DeepLearn\tests
DeepLearn\tests\runalltests.m, 60, 2013-01-05
DeepLearn\tests\test_cnn_gradients_are_numerically_correct.m, 552, 2013-01-05
DeepLearn\tests\test_example_CNN.m, 970, 2013-01-05
DeepLearn\tests\test_example_DBN.m, 1006, 2013-01-05
DeepLearn\tests\test_example_NN.m, 1433, 2013-01-05
DeepLearn\tests\test_example_SAE.m, 834, 2013-01-05
DeepLearn\tests\test_nn_gradients_are_numerically_correct.m, 325, 2013-01-05
DeepLearn\util
DeepLearn\util\allcomb.m, 2618, 2013-01-05
DeepLearn\util\expand.m, 1958, 2013-01-05
DeepLearn\util\flicker.m, 208, 2013-01-05
DeepLearn\util\flipall.m, 80, 2013-01-05
DeepLearn\util\fliplrf.m, 543, 2013-01-05
DeepLearn\util\flipudf.m, 576, 2013-01-05
DeepLearn\util\im2patches.m, 289, 2013-01-05
DeepLearn\util\makeLMfilters.m, 1895, 2013-01-05
DeepLearn\util\patches2im.m, 242, 2013-01-05
DeepLearn\util\randcorr.m, 283, 2013-01-05
DeepLearn\util\randp.m, 2083, 2013-01-05
DeepLearn\util\rnd.m, 49, 2013-01-05
DeepLearn\util\sigm.m, 48, 2013-01-05
DeepLearn\util\sigmrnd.m, 126, 2013-01-05
DeepLearn\util\softmax.m, 256, 2013-01-05
DeepLearn\util\visualize.m, 1126, 2013-01-05
DeepLearn\util\whiten.m, 183, 2013-01-05
DeepLearn\util\xunit
DeepLearn\util\xunit\%2Bxunit
DeepLearn\util\xunit\%2Bxunit\%2Butils
DeepLearn\util\xunit\%2Bxunit\%2Butils\Contents.m, 1048, 2013-01-05
DeepLearn\util\xunit\%2Bxunit\%2Butils\arrayToString.m, 2972, 2013-01-05
DeepLearn\util\xunit\%2Bxunit\%2Butils\compareFloats.m, 4376, 2013-01-05
DeepLearn\util\xunit\%2Bxunit\%2Butils\comparisonMessage.m, 1005, 2013-01-05
DeepLearn\util\xunit\%2Bxunit\%2Butils\containsRegexp.m, 600, 2013-01-05
DeepLearn\util\xunit\%2Bxunit\%2Butils\generateDoc.m, 337, 2013-01-05
DeepLearn\util\xunit\%2Bxunit\%2Butils\isAlmostEqual.m, 1233, 2013-01-05
DeepLearn\util\xunit\%2Bxunit\%2Butils\isSetUpString.m, 519, 2013-01-05
DeepLearn\util\xunit\%2Bxunit\%2Butils\isTearDownString.m, 540, 2013-01-05
DeepLearn\util\xunit\%2Bxunit\%2Butils\isTestCaseSubclass.m, 894, 2013-01-05
DeepLearn\util\xunit\%2Bxunit\%2Butils\isTestString.m, 589, 2013-01-05
DeepLearn\util\xunit\%2Bxunit\%2Butils\parseFloatAssertInputs.m, 1627, 2013-01-05
DeepLearn\util\xunit\%2Bxunit\%2Butils\stringToCellArray.m, 408, 2013-01-05
DeepLearn\util\xunit\CommandWindowTestRunDisplay.m, 1215, 2013-01-05
DeepLearn\util\xunit\Contents.m, 1820, 2013-01-05
DeepLearn\util\xunit\FunctionHandleTestCase.m, 6649, 2013-01-05
DeepLearn\util\xunit\TestCase.m, 3525, 2013-01-05
DeepLearn\util\xunit\TestCaseInDir.m, 1108, 2013-01-05
DeepLearn\util\xunit\TestCaseWithAddPath.m, 1911, 2013-01-05
DeepLearn\util\xunit\TestComponent.m, 1810, 2013-01-05
DeepLearn\util\xunit\TestComponentInDir.m, 2160, 2013-01-05
DeepLearn\util\xunit\TestRunDisplay.m, 9772, 2013-01-05
DeepLearn\util\xunit\TestRunLogger.m, 3872, 2013-01-05
DeepLearn\util\xunit\TestRunMonitor.m, 1334, 2013-01-05