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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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matlab_Otsu
此算法是Otsu提出的最大类间方差法，利用matlab进行分割图像(This algorithm is proposed by Otsu Otsu method, used to segment image in matlab)
- 2009-03-05 14:37:54下载
- 积分：1
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leadcontroller
power system load controlled by hady
- 2012-09-08 08:14:42下载
- 积分：1
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KalmanAll
关于卡尔曼滤波的matlab代码，其中包含了滤波的主算法，以及使用EM查找最大可能的估计参数，随机样本等等(Kalman filter matlab code, which contains the main algorithm filtering, and the use of EM to find the best possible estimate parameters of a random sample, etc.)
- 2021-02-19 01:49:45下载
- 积分：1
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bem_hamm_soft
calculating bit error rate in hamming code using soft decoding
- 2013-12-20 01:03:45下载
- 积分：1
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Mppt_Cp_Calcu
风力发电中MPPT算法中Cp系数的实现方法，亲测有效(Implementation of wind power in MPPT algorithm Cp coefficient, effective pro-test)
- 2016-07-01 21:22:07下载
- 积分：1
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lscv
lscv in matlab, bandwith selection
- 2012-03-21 16:14:45下载
- 积分：1
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LMD(matlab)-00
原始lmd算法，效果很不好，不知道程序哪里写错,不太能运行，自己做修改，但是上面的算法比较明确(The original LMD algorithm, the effect is very bad, I don t know where the program is misspelled,but it really can not run.If you want run it,just change a little.Actally the algorithm is clear.)
- 2012-03-25 15:20:33下载
- 积分：1
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contrib_
计算机视觉matlab工具箱 里面包含大量计算机视觉的matlab函数(computer vision )
- 2013-11-09 12:27:57下载
- 积分：1
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c_type_from_sf_type
it is a matlab code for stateflow.and it is c type of state flow.
- 2011-05-11 07:22:11下载
- 积分：1
