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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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6
说明： 一些基本的Matlab动画程序，可以使初学者了解动画程序的应用。(Some basic Matlab animation program that allows beginners to understand the application of animation process.)
- 2009-01-01 13:08:07下载
- 积分：1
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Park_tran
复件 Park_tran- Park变换Clark变换及逆变换模型(Copies Park_tran-Park Transformation Clark transform and inverse transform model)
- 2010-05-29 07:51:54下载
- 积分：1
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zyra
fuzzy system control,unstable system
- 2013-07-31 10:37:40下载
- 积分：1
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768543
自动滚动demo，IOS编程学习源码，很好的参考资料。(Automatic scrolling demo, IOS programming learning source, a good reference.)
- 2013-12-05 09:07:04下载
- 积分：1
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1
说明： 基于MATLAB的平面六连杆机构运动分析(MATLAB-based planar six-Linkage Kinematic Analysis)
- 2010-07-14 15:41:00下载
- 积分：1
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1
说明： MATLAB实现的人脸检测程序 （PCA）方法，内附有详细注释(MATLAB implementation of face detection (PCA) method, enclosed is the detailed comments)
- 2013-12-03 17:29:43下载
- 积分：1
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microgrid-operation-control
微网系统运行控制策略的仿真分析,通过MATLAB/simulink进行仿真(Simulation analysis of the micro-grid operation control strategy
)
- 2013-04-30 11:52:07下载
- 积分：1
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KF_and_EKF_standard
标准的卡尔曼与扩展卡尔曼滤波模板，可以直接套用。(kalman and extended kalman filter can be directly applied.
)
- 2015-04-17 10:39:33下载
- 积分：1
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buck_boost
buck_boost电路中电感电容的计算，等效电路的详细的推导过程，及仿真(buck_boost inductor-capacitor circuit in the calculation of the equivalent circuit of the detailed derivation and simulation)
- 2020-10-11 08:37:33下载
- 积分：1
