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Description: Machine de Boltzman developped in C/C-Machine de Boltzman developped in C/C++
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Size: 3072 |
Author: Flo |
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Description: rbm with bp for comprresion
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Size: 4096 |
Author: mohsen |
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Description: 用于利用GPU训练DBN网络,包括pretraing和finetune,其中包含的rbm代码非常有用-for using GPU to train DBN network,including pretraing and finetune,rbm code is useful
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Size: 51200 |
Author: muller |
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Description: Restricted Boltzmann machine的核心matlab程序
-- by Hinton-Restricted Boltzmann machine core matlab program- by Hinton
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Size: 2048 |
Author: eric lee |
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Description: 用C语言实现的深度学习的RBM(受限玻尔兹曼机),是组成DBN网络的基本结构-Using C language to achieve deep learning of RBM
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Size: 118784 |
Author: BeSky |
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Description: restricted boltzman machine implementation
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Size: 5027840 |
Author: MrSKM |
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Description: 这是深度置信网的C++版本。
rbm.h 实现自动编码.
mnist.h 读取MNIST数据文件
spectrum.inl RGBs与颜色的映射
demo.cc 训练/测试主程序-The deep learning algorithm is based on the matlab code provided by Geoff Hinton etc at http://www.cs.toronto.edu/~hinton/MatlabForSciencePaper.html
The Conjugate Gradient implementation is based (translated and simplfied) on Carl Edward Rasmussen s matlab code at http://learning.eng.cam.ac.uk/carl/code/minimize/minimize.m
* rbm.h the DBN/Autoencoder implementation.
* mnist.h Reading MNIST data file
* spectrum.inl RGBs to map weights to colors. Blue is 0 and red is close to 1.0.
* demo.cc training/test demos
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Size: 1249280 |
Author: dengzxf |
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Description: 根据RBM深度网络(Hinton,2006)进行MINST手写文字的分类器的训练,利用训练得到的权值制作了这个小程序,通过这个程序可以看出训练结果对数据集内的测试样本和训练样本都能进行很好的识别,但是对其他的手写字体识别就没有那么好了。-According to RBM depth network (Hinton, 2006) conducted MINST handwritten text classifier training, using the training to get the right value to produce this small program, this program can be seen through the results of the training data set and the training sample test samples are can be well identified, but on the other handwriting recognition is not so good.
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Size: 18145280 |
Author: 赵辉 |
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Description: It provides deep learning tools of deep belief networks (DBNs).-Run testDNN to try!
Each function includes description. Please check it!
It provides deep learning tools of deep belief networks (DBNs) of stacked restricted Boltzmann machines (RBMs). It includes the Bernoulli-Bernoulli RBM, the Gaussian-Bernoulli RBM, the contrastive divergence learning for unsupervised pre-training, the sparse constraint, the back projection for supervised training, and the dropout technique.
The sample codes with the MNIST dataset are included in the mnist folder. Please, see readme.txt in the mnist folder.
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Size: 4789248 |
Author: Kevin |
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Description: 深度学习相关代码实现,可以用来做去噪,去模糊,回归,识别等- Initialize and train an RBM energy-based model. Supports binary, Gaussian,
and multinomial inputs (still in development).
Supports binary and noisy rectified linear units (NReLU) in the hidden layer.
Supports joint modeling of binary and multinomial variables for classification.
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Size: 3072 |
Author: 雷小倩 |
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Description: 深度学习中的RBM相关的资料,非常的好,反正我觉得他讲的特别明白-RBM depth learning relevant information, very good, anyway, I think he speaks particularly clear
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Size: 2264064 |
Author: 海燕 |
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Description: 有关深度学习的pdf介绍,内容很全面,有对RBM的详细介绍,推荐-Pdf presentation about the depth of learning, content is very comprehensive, detailed description of RAM recommended
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Size: 998400 |
Author: 王泽铿 |
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Description: RBM的CF,单模型效果和SVD相似,只是error在不同的地方,所以结合起来可以提升效果,总觉得RBM不够intuitive,这次实现也遇到很多困难-RBM of CF, a single model and SVD similar effect, but error in different places, so you can combine to enhance the effect, always feel RBM enough intuitive, this realization also encountered many difficulties
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Size: 2048 |
Author: 李新晨 |
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Description: 基于受限玻尔兹曼机的深层学习建模及其应用-Deep learning models and applications based on RBM
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Size: 5665792 |
Author: 王非 |
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Description: RBM神经网络工具箱,里面有很多实用的算例,代码可以帮助理解其算法的具体实现过程(RBM neural network toolbox, which has many practical examples, the code can help understand the specific implementation process of its algorithm)
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Size: 11264 |
Author: 阿库塔玛塔塔
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Description: 采用栈式 RBM 的深度神经网络。自训练, 自控制(This paper is a continuation of the depth of the neural network and the choice of the previous predictor. Here we will be covered by the depth of the neural network characteristic of stacked RBM initialization, and it is in the "Darch" software package to achieve. The possibility of using hidden Markoff model to improve the prediction performance of neural networks is also revealed. In short, we will implement an actionable intelligent transaction program in a programmable manner.)
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Size: 114688 |
Author: 545519384
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Description: 通过解读RBM算法,利用代码理解RBM算法。(Through the interpretation of RBM algorithm, using code to understand RBM algorithm.)
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Size: 2048 |
Author: chamie
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Description: 该文件主要包含了Matlab语言下开发的RBM机器视觉学习算法。(This document mainly includes the RBM machine vision learning algorithm developed under the Matlab language.)
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Size: 1024 |
Author: ywqh
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Description: The tensorflow implementation of RBM
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Size: 1240064 |
Author: MoplastCat |
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Description: Hilton的自动编码器实现代码(rbm based on matlab)
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Size: 15360 |
Author: yangrq |
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