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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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PID-matlab.zip
说明: 基于 matlab 的 先进PID控制器设计(advanced PID controller design)
- 2006-04-04 16:17:19下载
- 积分:1
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FINAL_CODE
this code will detect the motion and finally start recording accordingly
- 2013-03-13 21:31:10下载
- 积分:1
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MATLAB7Xchengxushejiyuyanloushuntian
MATLAB+7.X程序设计语言(第二版)楼顺天
第一章 MATLAB系统概述
第二章 MATLAB基本操作
第三章 MATLAB图形系统
第四章 MATLAB程序设计
第五章 MATLAB基本应用领域
第六章 数据阵列类型与结构
第七章 字符串处理 (MATLAB+7.X programming language (second edition) the MATLAB basic operation of floor Sunchon MATLAB System Overview Chapter II Chapter III of MATLAB graphics system Chapter Chapter MATLAB basic applications Chapter MATLAB programming data array type and structure of Chapter VII of the string processing)
- 2013-04-20 17:21:58下载
- 积分:1
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MATLAB-Programming-for-Engineers-4th
Stephen J.Chapman编著的《MATLAB编程》第四版各章节源代码。
该书是MATLAB入门最为经典的一本书,强烈推荐!
目前,国内出版社出版了英文第四版,可以选购。另外,有网友翻译了第二版,网上可以下载到。(MATLAB Programming for Engineers 4th)
- 2013-05-07 09:19:59下载
- 积分:1
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account
C++大作业,编写一个account类实现基类派生类之间的各种关系。主要用于初学者对于类的理解。(C++ big job, write a class that implements account the various relationships between the base class derived class. The main class for beginners to understand.)
- 2013-12-26 14:58:21下载
- 积分:1
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filteringfrequecydomain
filtering in frequecy domain for image enhancement
- 2009-11-10 04:06:21下载
- 积分:1
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zadaci
m-file for recording and playing audio
- 2010-11-20 07:36:55下载
- 积分:1
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hhh
这是一个关于公交调度的源程序代码,原题是2001年的b题公交调度问题。(Bus Dispatch)
- 2012-07-18 20:28:23下载
- 积分:1
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CV
说明: 图像处理的分割,很经典的MATLAB 算法,适合做CV分割的初学者(cv )
- 2014-01-08 10:22:12下载
- 积分:1