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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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JIYUXIINXISHANGDEMATLABMIANYISUANFA.rar
此算法为基于信息熵的免疫算法求TSP的源程序!(algorithm based on information entropy of the immune algorithm for TSP source!)
- 2006-12-20 10:51:57下载
- 积分：1
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DTT
Decision Theory Toolbox for matlab
- 2011-10-23 13:11:21下载
- 积分：1
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gjbf
This is a matlab for beamforming using adaptive filter algorithms.
- 2014-01-17 22:07:26下载
- 积分：1
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MatlabTips
这本书包含了很多Matlab编程的技巧，对初学者会有帮助。(This book contains a lot of Matlab programming skills would be helpful for beginners.)
- 2010-06-02 14:49:16下载
- 积分：1
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matlabCritical-SpeedCalculation
matlab传递矩阵法临界转速计算。很实用(matlab critical speed of the transfer matrix method calculation. Very practical)
- 2011-07-21 10:35:35下载
- 积分：1
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adaptive_filtering_matlab
This books consists the matlab codes for implementing the adaptive filter
- 2010-12-26 08:13:27下载
- 积分：1
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huff
使用matlab编程工具实现霍夫曼编码，已通过运行。(Finish the huff_code by using the tool of matlab,and the code could run.)
- 2011-05-10 15:13:53下载
- 积分：1
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NMF.tar
NMF常用源码。需要的拿去。NME常用MATLAB源码。(NMF common source. Need to take. NME used MATLAB source.)
- 2013-11-16 21:34:57下载
- 积分：1
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Matlab7.0-study-instruction
本资料系统全面的介绍了matlab 7.0的使用方法，是初学者学习matlab的优良资料。(This comprehensive introduction to information systems to use matlab 7.0, matlab for beginners to learn the fine data.)
- 2012-02-01 16:33:10下载
- 积分：1
