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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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ds
说明: MATLAB中用遗传算法求解约束非线性规划问题(MATLAB using the genetic algorithm for solving constrained nonlinear programming problem)
- 2009-08-17 18:15:27下载
- 积分:1
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MATLAB-Model
光伏微网逆变器并网matlab/simulink仿真,仿真效果很好,mppt环节采用扰动跟踪法,锁相环部分使用s-function编译(Solar Micro Inverter Grid matlab/simulink simulation, the simulation results very well, mppt link tracking using perturbation method, phase lock loop section compiled using s-function)
- 2020-10-06 17:47:37下载
- 积分:1
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grid_connected_battery
Battery Modeling by using MATLAB
- 2021-04-12 20:39:16下载
- 积分:1
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inverter_pwm
PWM换流器,线电压415V-直流电压678V(pwm inverter (VDC678V-VL415V))
- 2017-01-20 15:29:16下载
- 积分:1
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b727_isarprocessing
波音727的数据和isar技术成像程序,希望对大家有帮助(Boeing 727 technical data and ISAR imaging procedures, we hope to help)
- 2021-05-13 10:30:02下载
- 积分:1
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mutipath
通信系统的仿真代码,多径信道的仿真,多径时变的信道仿真。(Communication system simulation code, simulation of multipath channel, time-varying multipath channel simulation.)
- 2010-12-27 10:57:45下载
- 积分:1
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Mathematical-modeling2
一篇2007年全国数学建模A题的优秀获奖论文。(A 2007 National Mathematical Modeling A theme of the excellent award-winning paper.)
- 2012-04-29 23:41:47下载
- 积分:1
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MatlabDlg
matlab与VC混合编程,输入方程,与自变量范围,就可以计算方程的值,与倒竖值。(mixed programming with VC matlab input equation, and the scope of the independent variables, we can calculate the value equation, and the inverted vertical value.)
- 2010-12-16 09:57:53下载
- 积分:1
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ring
SVC(Support Vector Clustering)ToolBox,支持向量聚类所需要数据文件,ring,作者为 daewon lee(dataset for SVC(Support Vector Clustering)ToolBox,ring,prosed by daewon lee)
- 2010-07-08 19:00:28下载
- 积分:1