用DBN进行深度学习的matlab代码
matlab code for deeplearning by DBN
资源文件列表
DeeBNetV3.1/+ISOLET/prepareISOLET.m , 2039
DeeBNetV3.1/+MNIST/mnist_small.mat , 2974337
DeeBNetV3.1/+MNIST/prepareMNIST.m , 2600
DeeBNetV3.1/+MNIST/prepareMNIST_Small.m , 1915
DeeBNetV3.1/+TwentyNewsgroups/prepare20Newsgroups.m , 2523
DeeBNetV3.1/DeeBNet/+DataClasses/DataStore.m , 14916
DeeBNetV3.1/DeeBNet/+SamplingClasses/Cd.m , 2519
DeeBNetV3.1/DeeBNet/+SamplingClasses/FEPcd.m , 5671
DeeBNetV3.1/DeeBNet/+SamplingClasses/freeEnergy.m , 1553
DeeBNetV3.1/DeeBNet/+SamplingClasses/Gibbs.m , 8795
DeeBNetV3.1/DeeBNet/+SamplingClasses/Pcd.m , 5042
DeeBNetV3.1/DeeBNet/+SamplingClasses/Sampling.m , 4337
DeeBNetV3.1/DeeBNet/+SamplingClasses/SamplingMethodType.m , 1547
DeeBNetV3.1/DeeBNet/+tools/gather.m , 1245
DeeBNetV3.1/DeeBNet/+tools/ind2vec.m , 1573
DeeBNetV3.1/DeeBNet/+tools/isoctave.m , 1335
DeeBNetV3.1/DeeBNet/+tools/softmax.m , 1272
DeeBNetV3.1/DeeBNet/DBN.m , 29174
DeeBNetV3.1/DeeBNet/DiscriminativeRBM.m , 15413
DeeBNetV3.1/DeeBNet/GenerativeRBM.m , 10922
DeeBNetV3.1/DeeBNet/RBM.m , 3964
DeeBNetV3.1/DeeBNet/RbmParameters.m , 9088
DeeBNetV3.1/DeeBNet/RbmType.m , 1516
DeeBNetV3.1/DeeBNet/SparseDiscriminativeRBM.m , 3950
DeeBNetV3.1/DeeBNet/SparseGenerativeRBM.m , 3946
DeeBNetV3.1/DeeBNet/SparseRBM.m , 3992
DeeBNetV3.1/DeeBNet/ValueType.m , 1425
DeeBNetV3.1/DeepLearnToolboxGPU/.gitignore , 449
DeeBNetV3.1/DeepLearnToolboxGPU/create_readme.sh , 744
DeeBNetV3.1/DeepLearnToolboxGPU/LICENSE , 3283
DeeBNetV3.1/DeepLearnToolboxGPU/NN/.gitignore , 6
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnapplygrads.m , 1468
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnbp.m , 1443
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnbp_gpu.m , 1669
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnchecknumgrad.m , 700
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nneval.m , 870
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnff.m , 2087
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnff_gpu.m , 2165
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnmatthew.m , 1400
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnopts_setup.m , 1281
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnplotmatthew.m , 2837
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnplotnntest.m , 1607
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnplotsigp.m , 1351
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnplottest.m , 1542
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnpredict.m , 297
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnsetup.m , 2517
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnsigp.m , 1826
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nntest.m , 180
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nntrain.m , 4579
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nntrain_gpu.m , 6334
DeeBNetV3.1/DeepLearnToolboxGPU/NN/nnupdatefigures.m , 824
DeeBNetV3.1/DeepLearnToolboxGPU/README.md , 85
DeeBNetV3.1/DeepLearnToolboxGPU/README_header.md , 1922
DeeBNetV3.1/DeepLearnToolboxGPU/util/accuracy.m , 531
DeeBNetV3.1/DeepLearnToolboxGPU/util/allcomb.m , 2618
DeeBNetV3.1/DeepLearnToolboxGPU/util/bytesize.m , 975
DeeBNetV3.1/DeepLearnToolboxGPU/util/chisquarecont.m , 3926
DeeBNetV3.1/DeepLearnToolboxGPU/util/chunkify.m , 515
DeeBNetV3.1/DeepLearnToolboxGPU/util/confusion.m , 1243
DeeBNetV3.1/DeepLearnToolboxGPU/util/cpLossToHost.m , 284
DeeBNetV3.1/DeepLearnToolboxGPU/util/cpNNtoGPU.m , 1812
DeeBNetV3.1/DeepLearnToolboxGPU/util/cpNNtoHost.m , 1175
DeeBNetV3.1/DeepLearnToolboxGPU/util/expand.m , 1958
DeeBNetV3.1/DeepLearnToolboxGPU/util/extractminibatch.m , 446
DeeBNetV3.1/DeepLearnToolboxGPU/util/flicker.m , 208
DeeBNetV3.1/DeepLearnToolboxGPU/util/flipall.m , 80
DeeBNetV3.1/DeepLearnToolboxGPU/util/fliplrf.m , 543
DeeBNetV3.1/DeepLearnToolboxGPU/util/flipudf.m , 576
DeeBNetV3.1/DeepLearnToolboxGPU/util/im2patches.m , 313
DeeBNetV3.1/DeepLearnToolboxGPU/util/log_sum_exp_over_cols.m , 329
DeeBNetV3.1/DeepLearnToolboxGPU/util/makeLMfilters.m , 1895
DeeBNetV3.1/DeepLearnToolboxGPU/util/matthew.m , 674
DeeBNetV3.1/DeepLearnToolboxGPU/util/nnsoftmax.m , 258
DeeBNetV3.1/DeepLearnToolboxGPU/util/normalize.m , 97
DeeBNetV3.1/DeepLearnToolboxGPU/util/patches2im.m , 242
DeeBNetV3.1/DeepLearnToolboxGPU/util/precision.m , 466
DeeBNetV3.1/DeepLearnToolboxGPU/util/randcorr.m , 283
DeeBNetV3.1/DeepLearnToolboxGPU/util/randp.m , 2083
DeeBNetV3.1/DeepLearnToolboxGPU/util/recall.m , 451
DeeBNetV3.1/DeepLearnToolboxGPU/util/ReLU.m , 144
DeeBNetV3.1/DeepLearnToolboxGPU/util/rnd.m , 49
DeeBNetV3.1/DeepLearnToolboxGPU/util/save_figure.m , 782
DeeBNetV3.1/DeepLearnToolboxGPU/util/sensitivity.m , 468
DeeBNetV3.1/DeepLearnToolboxGPU/util/sigm.m , 48
DeeBNetV3.1/DeepLearnToolboxGPU/util/sigmrnd.m , 126
DeeBNetV3.1/DeepLearnToolboxGPU/util/specificity.m , 505
DeeBNetV3.1/DeepLearnToolboxGPU/util/tanh_opt.m , 54
DeeBNetV3.1/DeepLearnToolboxGPU/util/visualize.m , 1036
DeeBNetV3.1/DeepLearnToolboxGPU/util/whiten.m , 183
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/+xunit/+utils/arrayToString.m , 2972
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/+xunit/+utils/compareFloats.m , 4376
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/+xunit/+utils/comparisonMessage.m , 1005
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/+xunit/+utils/containsRegexp.m , 600
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/+xunit/+utils/Contents.m , 1048
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/+xunit/+utils/generateDoc.m , 337
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/+xunit/+utils/isAlmostEqual.m , 1233
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/+xunit/+utils/isSetUpString.m , 519
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/+xunit/+utils/isTearDownString.m , 540
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/+xunit/+utils/isTestCaseSubclass.m , 894
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/+xunit/+utils/isTestString.m , 589
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/+xunit/+utils/parseFloatAssertInputs.m , 1627
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/+xunit/+utils/stringToCellArray.m , 408
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/assertElementsAlmostEqual.m , 2559
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/assertEqual.m , 1383
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/assertExceptionThrown.m , 1925
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/assertFalse.m , 810
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/assertFilesEqual.m , 2548
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/assertTrue.m , 933
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/assertVectorsAlmostEqual.m , 2463
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/CommandWindowTestRunDisplay.m , 1215
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/Contents.m , 1820
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/FunctionHandleTestCase.m , 6649
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/info.xml , 712
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/initTestSuite.m , 1643
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/runtests.m , 4841
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/TestCase.m , 3525
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/TestCaseInDir.m , 1108
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/TestCaseWithAddPath.m , 1911
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/TestComponent.m , 1810
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/TestComponentInDir.m , 2160
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/TestRunDisplay.m , 9772
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/TestRunLogger.m , 3872
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/TestRunMonitor.m , 1334
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/TestSuite.m , 13145
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/TestSuiteInDir.m , 1850
DeeBNetV3.1/DeepLearnToolboxGPU/util/xunit/VerboseTestRunDisplay.m , 3610
DeeBNetV3.1/DeepLearnToolboxGPU/util/zscore.m , 137
DeeBNetV3.1/ReadMe.txt , 1189
DeeBNetV3.1/test_classification20Newsgroups.m , 1738
DeeBNetV3.1/test_classificationISOLET.m , 1431
DeeBNetV3.1/test_classificationMNIST.m , 1565
DeeBNetV3.1/test_classificationMNIST_usingGPU.m , 1685
DeeBNetV3.1/test_generateClassMNIST.m , 812
DeeBNetV3.1/test_generateDataMNIST.m , 1082
DeeBNetV3.1/test_getFeature20Newsgroups.m , 1638
DeeBNetV3.1/test_getFeatureISOLET.m , 1882
DeeBNetV3.1/test_getFeatureMNIST.m , 1717
DeeBNetV3.1/test_getFeatureMNIST_usingGPU.m , 1805
DeeBNetV3.1/test_plotDataMNIST.m , 794
DeeBNetV3.1/test_reconstructDataMNIST.m , 914
DeeBNetV3.1/test_reconstructDataMNIST2.m , 1045
DeeBNetV3.1/test_sparsityAndBasesFunctionMNIST.m , 1251