Pattern-Recognition-and-Machine-Learning

matlab中的libsvm工具包，是smo支持向量机算法，可用于解决非线性的回归问题。区别于最小二乘支持向量机。(Matlab libsvm Kit is to smo support vector machine algorithm that can be used to solve nonlinear regression problems. Different from the least squares support vector machine.)

matlab下m文件，能够提取compass三轴原始数据，并自动进行拟合矫正，得到其变换矩阵。将椭圆自动校正为圆心在原点的正圆。专门用于磁力计和重力计的自动校正。(m file matlab compass can be extracted under triaxial raw data and automatically correct fitting to give its transformation matrix. The ellipse is automatically corrected to a perfect circle centered at the origin. Specifically for magnetometer and gravity meter automatically corrected.)

模型预测控制实例，包含一段MPC控制的程序和仿真数据(model predict control)

此文件包含三个MATLAB程序，用于对线性系统AR模型的权向量估计：Kalman滤波估计，RLS和LMS，均为较常用的估计方法，并附有相应的仿真图(There are three programs in this files:kalman,RLS and LMS to pridict the victors of linear systems . These three wawys are common and useful in signal processing)

这段代码使用matlab实现匈牙利算法的匹配问题。(matlab algorithm to achieve the matching of Hungary)

用ICA信号处理程序，能有效的分离出源信号(Signal processing using ICA can effectively separate the source signals)

随机场的模拟（利用解析解模拟参数的随机场，markov自相关函数）(analytical simulation of random field)

用matlab求股票的var、cvar，含数据处理直至计算结果。使用矩阵方法，注释较多，适合入门学习(using matlab for finance modeling:this is for coputing var,cvar for stocks. Using a matrix method, suitable for beginners to learn)

天线圣经，每个学习天线的人必看经典。其中对天线的原理性描述非常深刻。(Antenna Bible study each antenna, a person must classic. The principle on which the description of the antenna is very profound.)

decimal to binery converter