对iris数据进行分类 Kmeans iris

使用支持向量机实现对数据的分类工作，精度很高，但是存在运行时间比较长的问题(The use of support vector machine implementation of the classification of data, high accuracy, but the existence of relatively long running time problem)

基于解相干的MUSIC源程序合集：Toeplitz算法；矩阵分解算法；空间平滑MUSIC源程序；矢量奇异值法；(Collection based on decorrelation MUSIC source: Toeplitz algorithm matrix decomposition algorithm spatial smoothing MUSIC source vector singular value method )

自适应滤波算法的实现，包括LMS算法与RLS算法。能够实现自适应滤波。(Adaptive filtering algorithm, including the LMS algorithm and RLS algorithm. Adaptive filtering can be achieved.)

说明：  程序是基于K均值聚类的RBF代码，很好的一个例子。(K means clustering procedure is based on the RBF code, a good example.)

这个包包括了一个多类代价敏感学习方法Rescalenew。这是一个通用的方法,如instance-weighting, sampling, threshold-moving等。(This package includes a multi-class cost-sensitive learning method Rescalenew. This is a general method which can be realized in many ways such as instance-weighting, sampling, threshold-moving, etc. This package includes five implementations of the method, that is, instance-weighting+C4.5, over-sampling+C4.5, under-sampling+C4.5, threshold-moving+NN and threshold-moving+PETs (probability estimation trees). )

强化学习的MATLAB简单实例程序，供机器学习的初学者参考使用。(Reinforcement Learning simple instance of MATLAB program for machine learning beginners use and reference.)

gabor变换即小波变换，对输入的图像进行小波变换，可以用于进行图像的下一步处理，比如在人脸识别中的应用(gabor transform the wavelet transform of the input image wavelet transform, the image can be used for further processing, such as face recognition)

说明：  倒立摆simulink仿真源程序和论文， 并附有运行结果的抓图等(Inverted pendulum simulation simulink source and papers, together with the results of the drawings, etc.)

PPT，关于matlab实现著名的希尔伯特黄变换算法，介绍了HHT算法的基础知识(HHT basic information in matlab)

Matlab function to calculate the coherence of a dictionary ( It calculates the maximum absolute inner product between two distinct atoms.)