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文件名称:libORF-master

  • 所属分类：
    AI-NN-PR
  • 标签属性：
    [Matlab] [源码]
  • 上传时间：
    2015-07-06
  • 文件大小：
    337.88kb
  • 已下载：
    0次
  • 提 供 者：
    zh***
  • 相关连接：
    无
  • 下载说明：
    别用迅雷下载，失败请重下，重下不扣分！
修正介绍说明

介绍说明－－下载内容来自于网络，使用问题请自行百度

针对各种机器学习，深度学习领域的一个matlab工具包-A machine learning library focused on deep learning.Following algorithms and models are provided along with some static utility classes:

- Naive Bayes, Linear Regression, Logistic Regression, Softmax Regression, Linear Support Vector Machine, Non-Linear Support Vector Machine (with RBF kernel),

Feed-forward Neural Network, Embedding Neural Network, Convolutional Neural Network, Sparse Autoencoders, Denoising Autoencoders,

Contractive Autoencoders, Stacked Sparse Autoencoders, Self-Taught Learner and Restricted Boltzmann Machines are tested with this version.

- Rest of the methods are not tested hence not supplied and the progress is as follows: 　　

　　+ Deep Belief Nets with Restricted Boltzmann Machines (not tested)

　　+ Bayes Nets (tested- refactoring)

　　+ Hidden Markov Models (tested- refactoring)

　　+ Conditional Random Fields (work in progress)
(系统自动生成,下载前可以参看下载内容)

下载文件列表

libORF-master/
libORF-master/.directory
libORF-master/.gitattributes
libORF-master/.gitignore
libORF-master/@Color/
libORF-master/@Color/Color.m
libORF-master/@ContractiveAutoencoder/
libORF-master/@ContractiveAutoencoder/ContractiveAutoencoder.m
libORF-master/@ContractiveAutoencoder/private/
libORF-master/@ContractiveAutoencoder/private/computeNumericalGradient.m
libORF-master/@ContractiveAutoencoder/private/contractiveAutoencoderCostBGD.m
libORF-master/@ContractiveAutoencoder/private/contractiveAutoencoderCostSGD.m
libORF-master/@ContractiveAutoencoder/private/dNonLinearity.m
libORF-master/@ContractiveAutoencoder/private/nonLinearity.m
libORF-master/@ConvUtils/
libORF-master/@ConvUtils/.svn/
libORF-master/@ConvUtils/.svn/all-wcprops
libORF-master/@ConvUtils/.svn/entries
libORF-master/@ConvUtils/.svn/text-base/
libORF-master/@ConvUtils/.svn/text-base/ConvUtils.m.svn-base
libORF-master/@ConvUtils/ConvUtils.m
libORF-master/@ConvUtils/private/
libORF-master/@ConvUtils/private/maxoutFprop.c
libORF-master/@ConvUtils/private/maxoutFprop.mexa64
libORF-master/@DenoisingAutoencoder/
libORF-master/@DenoisingAutoencoder/DenoisingAutoencoder.m
libORF-master/@DenoisingAutoencoder/private/
libORF-master/@DenoisingAutoencoder/private/computeNumericalGradient.m
libORF-master/@DenoisingAutoencoder/private/dNonLinearity.m
libORF-master/@DenoisingAutoencoder/private/denoisingAutoencoderCostBGD.m
libORF-master/@DenoisingAutoencoder/private/denoisingAutoencoderCostSGD.m
libORF-master/@DenoisingAutoencoder/private/nonLinearity.m
libORF-master/@Edge/
libORF-master/@Edge/Edge.m
libORF-master/@EmbeddingNeuralNet/
libORF-master/@EmbeddingNeuralNet/EmbeddingNeuralNet.m
libORF-master/@EmbeddingNeuralNet/private/
libORF-master/@EmbeddingNeuralNet/private/dNonLinearity.m
libORF-master/@EmbeddingNeuralNet/private/embeddingNeuralNetCost.m
libORF-master/@EmbeddingNeuralNet/private/feedForwardENN.m
libORF-master/@EmbeddingNeuralNet/private/nonLinearity.m
libORF-master/@EmbeddingNeuralNet/private/params2stack.m
libORF-master/@EmbeddingNeuralNet/private/stack2params.m
libORF-master/@Img/
libORF-master/@Img/Img.m
libORF-master/@Img/private/
libORF-master/@Img/private/display_img.m
libORF-master/@LinearRegressor/
libORF-master/@LinearRegressor/LinearRegressor.m
libORF-master/@LinearRegressor/private/
libORF-master/@LinearRegressor/private/costFunctionLinRegL2.m
libORF-master/@LinearSVM/
libORF-master/@LinearSVM/.svn/
libORF-master/@LinearSVM/.svn/all-wcprops
libORF-master/@LinearSVM/.svn/entries
libORF-master/@LinearSVM/.svn/text-base/
libORF-master/@LinearSVM/.svn/text-base/LinearSVM.m.svn-base
libORF-master/@LinearSVM/LinearSVM.m
libORF-master/@LinearSVM/private/
libORF-master/@LinearSVM/private/.svn/
libORF-master/@LinearSVM/private/.svn/all-wcprops
libORF-master/@LinearSVM/private/.svn/entries
libORF-master/@LinearSVM/private/.svn/text-base/
libORF-master/@LinearSVM/private/.svn/text-base/linearSVMcostL2.m.svn-base
libORF-master/@LinearSVM/private/computeNumericalGradient.m
libORF-master/@LinearSVM/private/linearSVMcostL2.m
libORF-master/@LogisticRegressor/
libORF-master/@LogisticRegressor/LogisticRegressor.m
libORF-master/@LogisticRegressor/private/
libORF-master/@LogisticRegressor/private/costFunction.m
libORF-master/@LogisticRegressor/private/costFunctionLogRegL2.m
libORF-master/@NaiveBayesGM/
libORF-master/@NaiveBayesGM/.svn/
libORF-master/@NaiveBayesGM/.svn/all-wcprops
libORF-master/@NaiveBayesGM/.svn/entries
libORF-master/@NaiveBayesGM/.svn/text-base/
libORF-master/@NaiveBayesGM/.svn/text-base/NaiveBayesGM.m.svn-base
libORF-master/@NaiveBayesGM/NaiveBayesGM.m
libORF-master/@NeuralNet/
libORF-master/@NeuralNet/.svn/
libORF-master/@NeuralNet/.svn/all-wcprops
libORF-master/@NeuralNet/.svn/entries
libORF-master/@NeuralNet/.svn/text-base/
libORF-master/@NeuralNet/.svn/text-base/NeuralNet.m.svn-base
libORF-master/@NeuralNet/NeuralNet.m
libORF-master/@NeuralNet/private/
libORF-master/@NeuralNet/private/.svn/
libORF-master/@NeuralNet/private/.svn/all-wcprops
libORF-master/@NeuralNet/private/.svn/entries
libORF-master/@NeuralNet/private/.svn/text-base/
libORF-master/@NeuralNet/private/.svn/text-base/computeNumericalGradient.m.svn-base
libORF-master/@NeuralNet/private/.svn/text-base/dNonLinearity.m.svn-base
libORF-master/@NeuralNet/private/.svn/text-base/feedForwardNN.m.svn-base
libORF-master/@NeuralNet/private/.svn/text-base/neuralNetCost.m.svn-base
libORF-master/@NeuralNet/private/.svn/text-base/neuralNetCostGPU.m.svn-base
libORF-master/@NeuralNet/private/.svn/text-base/nonLinearity.m.svn-base
libORF-master/@NeuralNet/private/.svn/text-base/params2stack.m.svn-base
libORF-master/@NeuralNet/private/.svn/text-base/stack2params.m.svn-base
libORF-master/@NeuralNet/private/computeNumericalGradient.m
libORF-master/@NeuralNet/private/dNonLinearity.m
libORF-master/@NeuralNet/private/feedForwardNN.m
libORF-master/@NeuralNet/private/maxoutFprop.mexa64
libORF-master/@NeuralNet/private/neuralNetCost.m
libORF-master/@NeuralNet/private/neuralNetCostGPU.m
libORF-master/@NeuralNet/private/nonLinearity.m
libORF-master/@NeuralNet/private/params2stack.m
libORF-master/@NeuralNet/

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