Advanced-algorithms

Matlab的小波去噪程序，小波广泛应用于图像处理、去噪等方面(Matlab' s wavelet denoising procedure, wavelet is widely used in image processing, denoising, etc.)

R3LS的matlab程序，最小二乘法的递推算法(R3LS the matlab program, recursive least squares algorithm)

利用matlab编程实现RBF神经网络，利用训练模型算法，最后得到较精确的神经网络模型，里面的程序并不需要先前自己进行数据归一化处理(radial basis function)

SVM light 工具箱 包含window版本和matlab版本 由美国cornell大学的教授Thorsten Joachims部署 执行SVM二分类 速度明显快于libsvm 下载文件中包含 1.例子(inductive SVM 和 transductive SVM) 2.说明文件 3.源程序(SVM light kit (including window version and matlab version) Cornell university professors from the United States to deploy Thorsten Joachims Executive SVM binary classification Significantly faster than libsvm Download file contains 1 example (inductive SVM and transductive SVM) (2) Documentation 3 source)

说明：  code to test the mimo system for the ML and MZ

传统music算法，用于一个信号源的DOA估计，分辨力很好，很实用，可以用作初学者学习！(Traditional music algorithm, the DOA estimation for a signal source, the resolution is very good, very practical, can be used for beginners to learn!)

matalb图像处理基础源代码，整理版，可以实图像变换的一些基本功能(matalb based image processing source code, finishing version, you can actually change some of the basic functions of image)

Matlab book is meant for technical engineers for writing their source codes and analysing it.

此程序是关于LM-BP算法的预测系统，能够利用图形界面的形式展示出预测的精度和误差( This program is on the LM-BP algorithm prediction system that can use a graphical interface to show the form of prediction accuracy and error)

　Kmeans 算法是聚类分析中使用最为广泛的算法之一，其每个类别均用该类中所有数据的平均值(或加权平均)来表示，这个平均值即被称作聚类中心。该方法虽然不能用于 类别属性的数据，但对于数值属性的数据，它能很好地体现聚类在几何和统计学上的意义。(Kmeans algorithm is the most widely used cluster analysis algorithm, each category with the average of all data in the class (or weighted average) to represent the average is known as the cluster center. Although this method can not be used The class attribute of the data, but data for numeric attributes, it can well reflect the significance of clustering on the geometry and statistics.)