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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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mimicfilter_powersystem
Mimic filter implementation
- 2010-10-16 10:27:59下载
- 积分：1
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wine_SVM
数据记录的是在意大利某一地区同一区域上三种不同品种的酒的化学成分分析，这里利用svm进行分类(Data records is a region in Italy on the same area of three different varieties of wine chemical analysis, where the use of svm classification)
- 2013-11-20 19:35:46下载
- 积分：1
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oulashudejisuan
本程序主要是在图像处理应用关于计算图像的欧拉数(this procedure is mainly in image processing applications for the calculation of the Euler number Image)
- 2007-03-23 18:47:53下载
- 积分：1
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gquad
自己编的最新的gquad方法，非常的好用(Own series the latest gquad method, very easy to use)
- 2011-09-26 13:02:18下载
- 积分：1
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Matlab工程应用基础ppt
matlab工程应用的PPT教程，适合工程人员使用(Matlab project application PPT tutorial, suitable for engineering staff to use)
- 2017-08-18 11:23:15下载
- 积分：1
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HHT
说明： matlab实现HHT变换,包含具体EMD分解过程与信号重构过程(matlab EMD HHT, It includes specific EMD decomposition process and signal reconstruction process)
- 2020-11-09 10:36:49下载
- 积分：1
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duc
实现内插数字上变频 内插 低通滤波器的子程序 整个系统的调试(Upconverting interpolation interpolated digital low-pass filter of the subroutine of the entire system debugging)
- 2021-03-01 16:29:34下载
- 积分：1
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pm
说明： PM system payment e-voucher automatic.
- 2014-01-12 03:44:48下载
- 积分：1
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Steady_State_IM_GUI
matlab programa de matlab de motores
- 2010-06-04 09:35:18下载
- 积分：1
