work

一个用matlab语言编写的可以在各大论坛上随意灌水的小程序，可以自己造水。(a Matlab language used in the preparation of the major forums arbitrarily small irrigation procedures, can create its own water.)

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.)

高斯过程隐变量模型的matlab源代码，实现了back-constraint 加速(gaussian processes latent variable model)

自适应滤波器的最小均方误差算法的实现（使用MATLAB），用于system identification和noise cancellation.(MATLAB minimum mean square error of the adaptive filter algorithm for system identification and noise cancellation.)

对鸢尾花数据集进行模糊聚类，将模拟退火算法及遗传算法分别与模糊聚类算法结合，使聚类效果更好。(Fuzzy clustering of the Iris Dataset)

说明：  例程，用于功能测试。如程序有错请大家指出.(Routine for function testing. If there is any mistake in the procedure, please point out)

说明：  一个MATLAB的应用程序，很方便的！使用时需要转换为M文件。(a MATLAB applications, a convenient! Use need to change for the M documents.)

B样条的定义，并通过软件生成输出矩阵的数值(B-spline is defined and the output matrix generated by the numerical software)

3d or more dct implemntation

matlab程序，一种快速ICA算法，用于混合信号盲分离，可应用于通信系统信号处理(matlab program, a fast ICA algorithm for blind separation of mixed signals, signal processing can be used in communication systems)