机器学习基础教程 matlab代码+数据

说明：  一种信号处理的算法的源代码，自己编的很好用(A signal of a method)

对于一个给定的离散随机序列，用间接法进行三阶累积量谱的估计，并分别用四种不同窗函数，包括Hamming窗、Sasaki窗、Parzen窗、daniell窗等。(For a given discrete random sequence, using the indirect method for third-order cumulant spectrum estimation, and were four different window functions, including the Hamming window, Sasaki window, Parzen window, daniell windows.)

此程序是ofdm的一个仿真程序，通过发送端是一个声音文件或者图片文件来对ofdm系统进行仿真(This procedure are OFDM, a simulation program, by sending a client is a sound file or picture file to the simulation of the OFDM system)

比较有用的matlab源码，用于数据回归分析等。(Matlab more useful source for data regression analysis.)

Space Time Trilles Algorithm

最大流和最小截算法，在这个函数的编制中存在一个细节，当任取一个已标号未检查的点的时候，我取的最靠前的点。如果加进随机选取的语句，每次运行程序可能会出现不同的最大流结果。(Maximum flow and minimum cut algorithms, in this function exists in the preparation of a detail, if any label does not take a check point has been, I get the most front point. If the statement is added to randomly selected for each run the program may come up with different results of maximum flow.)

使用matlab对信号数据进行谱分析，小波变换，是谱分析的一种常用方法(Matlab spectral analysis of the signal data, wavelet transform is a commonly used method of spectral analysis)

paper on design of OFDM

根据BP算法在MATLAB上实现，无需调用其NNET工具箱(According to BP algorithm in MATLAB to achieve, without calling its NNET Toolbox)

加深对卡尔曼滤波算法的理解，了解卡尔曼滤波器算法的基本特点，掌握卡尔曼滤波算法应用研究的基本步骤和方法(deepen the Kalman filter algorithm understanding, knowledge Kalman Filter algorithm for the basic features, master Kalman filtering algorithm applied research on the basic steps and methods)