ISAR

source codes for bayes classifier

经典的KS算法，用于近红外光谱分析选样本。(Classic KS algorithm, the sample selected for the near-infrared spectroscopy.)

可逆跳跃马尔科夫蒙特卡洛贝叶斯模型选择，主要用于神经网络(Reversible Jump MCMC Bayesian Model Selection This demo demonstrates 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.)

实现了电梯客流仿真，且运行结果与实际相符(realize the simulation of passengers who will take elevator. The results are the same as fact. )

一个用matlab写的GUI图像时钟程序，还显示日期，时钟读取的是系统时间，很有趣，感兴趣的朋友可以下下来看看( matlab write GUI image clock programs, but also to display the date, the clock read is the system time, very interesting, interest friends can look down )

machine learning-Density Estimation objects. parzen - Parzen s windows kernel density estimator indep - Density estimator which assumes feature independence bayes - Classifer based on density estimation for each class gauss - Normal distribution density estimator

详细介绍了拉盖尔自适应滤波器的实现过程和仿真。(Laguerre adaptive filter implementation process and simulation.)

MATLAB处理神经网络的43个案例，推荐学习(MATLAB neural network processing 43 cases, it is recommended to learn)

文具体介绍了有关投影法进行字符分割的程序源码(Text details for the projection of the program source code character segmentation)

阿兰方差MATLAb实用程序。很实用的。用于误差分析。(Alain variance MATLAb practical procedures. Very practical. For the error analysis.)