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Reversible_Jump_MCMC_Bayesian_Model_Selection
This demo nstrates the use of the reversible jump MCMC algorithm for neural networks. It uses a hierarchical full Bayesian model for neural networks. This model treats the model dimension (number of neurons), model parameters, regularisation parameters and noise parameters as random variables that need to be estimated. The derivations and proof of geometric convergence are presented, in detail, in: Christophe Andrieu, Nando de Freitas and Arnaud Doucet. Robust Full Bayesian Learning for Neural Networks. Technical report CUED/F-INFENG/TR 343, Cambridge University Department of Engineering, May 1999. After downloading the file, type "tar -xf rjMCMC.tar" to uncompress it. This creates the directory rjMCMC containing the required m files. Go to this directory, load matlab5 and type "rjdemo1". In the header of the demo file, one can select to monitor the simulation progress (with par.doPlot=1) and modify the simulation parameters.
(This demo nstrates the use of the reversible jump MCMC algorithm for neural networks. It uses a hierarchical full Bayesian model for neural networks. This model treats the model dimension (number of neurons), model parameters, regularisation parameters and noise parameters as random variables that need to be estimated. The derivations and proof of geometric convergence are presented, in detail, in: Christophe Andrieu, Nando de Freitas and Arnaud Doucet. Robust Full Bayesian Learning for Neural Networks. Technical report CUED/F-INFENG/TR 343, Cambridge University Department of Engineering, May 1999. After downloading the file, type "tar-xf rjMCMC.tar" to uncompress it. This creates the directory rjMCMC containing the required m files. Go to this directory, load matlab5 and type "rjdemo1". In the header of the demo file, one can select to monitor the simulation progress (with par.doPlot=1) and modify the simulation parameters.
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- 2008-03-07 23:23:12下载
- 积分：1
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1
说明： 偏微分方程的特殊解法，非常经典，欢迎下载(Special solution of partial differential equations, very classic, please download)
- 2009-06-01 19:41:46下载
- 积分：1
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capon
CAPON谱估计方法的matlab源代码，已经通过验证了(CAPON spectral estimation methods matlab source code has been validated by)
- 2009-07-08 16:00:19下载
- 积分：1
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1
说明： find all bases of digraph
- 2011-05-27 14:01:29下载
- 积分：1
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TLBGmatlaabh
毕业设计做的...用LBG算法实现矢量量化的算法法..matlab ，经测试可直接使用。
(Graduation design ... vector quantization algorithm method using the LBG algorithm .. Matlab, has been tested and can be used directly.)
- 2012-07-18 11:29:00下载
- 积分：1
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myself
capon波束形成及功率谱估计,一个目标信号加两个干扰(capon beamforming and power spectrum estimation, a target signal interference plus two)
- 2016-07-18 16:50:40下载
- 积分：1
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huisegunanlian
说明： 灰色关联度的源代码，比较实用,用来进行关联度的计算
(this program Of Gray code, it is very practical.this program Of Gray code, it is very practical.this program Of Gray code, it is very practical.)
- 2011-03-19 02:09:13下载
- 积分：1
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matlab_circuitdesign
说明： 介绍了matlab在电路分析中的应用，有较多的实例(Matlab introduced in the circuit analysis, there are more instances of)
- 2010-04-19 21:04:48下载
- 积分：1
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password-generator-
基于混沌映射的密码生成算法，给定任意一个初值作为密钥，可以产生任意长度的密码，保密性高(password generator based on chaotic map)
- 2012-05-09 10:58:17下载
- 积分：1
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bankqueue
基于排队论实现银行业务窗口平均排队长度、平均等待时间的计算。(Queuing theory-based banking window average queue length, average wait time calculation.)
- 2012-11-03 11:07:56下载
- 积分：1
