Comparision-PCA-and-ICA

浙大蔡登，何晓飞写的降维，特征选择等机器学习的源码 包括：谱回归，降维，特征选择，主题模型，矩阵分解，稀疏编码，哈希，聚类，主动学习，矩阵学习。 是一个很好的机器学习源码资料。(cCaideng s code for Machine learning,include Spectral regression : (a regression framework for efficient dimensionality reduction) Dimensionality reduction (Subspace learning) Feature selection Topic modeling and GMM Matrix factorization Sparse coding Hashing Clustering Active learning Ranking and Metric learning )

说明：  线性回归算法 用matlab实现多元线性回归 用最小二次方法来实现(REGRESS Multiple linear regression using least squares)

MATLAB 模糊神经网络水质评价，非工具箱,有详细注释(MATLAB，Fuzzynet programming)

Matlab与HTK的接口程序，用于生成HTK中HMM的初始文件。(Matlab and HTK interface program used to generate the initial HMM file in HTK.)

Quinlan的决策树程序C4.5（M语言编写）(the program for decision tree C4.5 purposed by Quinlan )

改进斥力场函数和使用虚拟中间目标点法解决传统人工势场法局部极小值问题(Improving the repulsive force field function and using the virtual intermediate target point method to solve the local minimum problem of traditional artificial potential field method)

是国外的成品模型，esprit算法对有干扰的信号频率进行估计,包含收发两个客户端的链路级通信程序。( Foreign model is finished, esprit algorithm signal frequency interference can be assessed Contains two clients receive link-level communications program.)

Generate 2D spatial pattern like fractal brownian motion. Fractal Dimension can be modified as input parameter.

A sample code for matrix multiplication in C

mm1仿真模型代码,实现排队理论的模拟。可设置队列长度，泊松过程到达强度，服务率，排队人数， 得到平均队列长度等参数。(network simulation code for MM1 model. Flexiable model for queueing theory study.)