深度置信网络源码 DeeBNetV2.2我要分享

Deep confidence network source code DeeBNetV2.2

DBN 深度预测 深度置信网络

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文件大小: 2890KB

代码分类: 通信仿真

开发平台: matlab

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代码描述

中文说明:

DeeBNetV2.2 深度置信网络源码,有配合的文档可以参考,详见内容。


English Description:

Deebnetv2.2 deep confidence network source code, with the document can refer to, see the content.


代码预览

DeeBNetV2.2

...........\%2BISOLET

...........\.......\prepareISOLET.m

...........\%2BMNIST

...........\......\mnist_small.mat

...........\......\prepareMNIST.m

...........\......\prepareMNIST_Small.m

...........\%2BTwentyNewsgroups

...........\.................\prepare20Newsgroups.m

...........\DeeBNet

...........\.......\%2BDataClasses

...........\.......\............\DataStore.m

...........\.......\%2BSamplingClasses

...........\.......\................\Cd.m

...........\.......\................\FEPcd.m

...........\.......\................\freeEnergy.m

...........\.......\................\Gibbs.m

...........\.......\................\Pcd.m

...........\.......\................\Sampling.m

...........\.......\................\SamplingMethodType.m

...........\.......\DBN.m

...........\.......\DiscriminativeRBM.m

...........\.......\GenerativeRBM.m

...........\.......\RBM.m

...........\.......\RbmParameters.m

...........\.......\RbmType.m

...........\.......\SparseDiscriminativeRBM.m

...........\.......\SparseGenerativeRBM.m

...........\.......\SparseRBM.m

...........\.......\ValueType.m

...........\ReadMe.txt

...........\test_classification20Newsgroups.m

...........\test_classificationISOLET.m

...........\test_classificationMNIST.m

...........\test_classificationMNIST_usingGPU.m

...........\test_generateClassMNIST.m

...........\test_generateDataMNIST.m

...........\test_getFeature20Newsgroups.m

...........\test_getFeatureISOLET.m

...........\test_getFeatureMNIST.m

...........\test_getFeatureMNIST_usingGPU.m

...........\test_plotDataMNIST.m

...........\test_reconstructDataMNIST.m

...........\test_reconstructDataMNIST2.m

...........\test_sparsityAndBasesFunctionMNIST.m