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多输出的支持向量机matlab代码, 常规的svm是单输出，这个是多输出( Standard SVR formulation only considers the single-output problem. In the case of several output variables, other methods (neural networks, kernel ridge regression) must be deployed, but the good properties of SVR are lost: hinge-loss function and sparsity. The proposed model M-SVR extends the single-output SVR by taking into account the nonlinear relations between features but also among the output variables, which are typically inter-dependent. )

粒子群算法，自带测试函数 (Particle swarm optimization algorithm)

说明：  MAT LAB HACKING TOOLS

利用直线阵列麦克风接收信号，使用music算法实现声源的定位，有噪声状态下效果好。(Using a linear array microphone receives the signal, the music algorithm to achieve the positioning of the sound source, the effect of noise state.)

Huffman、汉明编译码:首先对给定的信源序列进行概率统计，得出信源符号的概率 p，之后进行Huffman 编码，再进行信道汉明编码。(Huffman coding and decoding: firstly given source sequence probability and statistics, the probability derived source symbols p, after Huffman coding.)

preisach模型磁滞回线，不同N可以调整模型精度。(preisach hysteresis loop model, you can adjust the different N model accuracy.)

说明：  将深度图和彩图转换成点云，自行修改文件名字和路径。(Convert the depth map and color map to point cloud, and modify the file name and path by yourself.)

数字电视信号发生器 有8种颜色 用MATLAB语句编写(Digital TV Signal Generator 8 colors prepared with the MATLAB statement)

实验是用MATLAB雷达仿真的一些实验，希望对大家有用哦！(The experiment is a simulation using MATLAB radar experiment, and hope to be useful Oh!)

该文档包含了描述核方法的经典书籍Kernel+Methods+for+Pattern+Analysis以及附带书中的源码，非常适合学习核方法的研究者，希望大家喜欢～(this document include the classic book Kernel+Methods+for+Pattern+Analysis which describs the kernel trick in detail, and with the souce code in it, hope you will like~)