MIT6_011S10_chap02

流形学习是近年来机器学习及模式识别等领域的一个研究热点，其主要目标是去发现高维观察数据空间的低维光滑流形。自从2000年Roweis和Saul提出LLE算法、Tenenbaum等人提出Isomap算法，特别是Donoho等人发现Isomap算法能够准确发现人脸图像流形潜在的参数空间、张长水等人将LLE算法用于人脸识别并取得了较好的识别效果之后，基于流形学习的人脸识别研究引起了人们的广泛关注。(Manifold learning in recent years the field of machine learning and pattern recognition as a research focus, its main goal is to find high-dimensional data space observation of low-dimensional smooth manifold. Since 2000 LLE algorithm proposed by Roweis and Saul, Tenenbaum and others proposed Isomap algorithm, especially Donoho, who found that Isomap algorithm can find the potential face images of the parameter space manifold, and Chang-water will LLE algorithm for face recognition and to obtain a good recognition results, the manifold learning-based face recognition research has aroused extensive attention.)

《MATLAB 7.X程序设计》-王建卫-源代码(MATLAB 7.X)

rbfnn用于长期预测，效果比多元回归模型好。(rbfnn for long-term forecast, the effect is better than the multiple regression model.)

维纳滤波器，用于在PSF已知情况下的反卷积(wiener filtering)

相移光栅matlab仿真程序，方便学习光栅特性(Phase-shift grating matlab simulation program to facilitate the learning Grating)

简明的matlab 实用程序集合；可以快速地掌握这一工具进行实际应用(concise Matlab practical procedures set; Quickly grasp of the tools for practical application)

Find Gradient Decent with Newton s method

三维涡流计算，用于确定source, sink以及流线，并画图(Three-dimensional eddy current calculation used to determine the source, sink and flow lines, and drawing)

MATLAB编程(第二版)-菜鸟入门级教材，值得一看。 (MATLAB Programming (second edition)- rookie entry-level teaching materials, worth a visit.)

好几种忙多用户算法的程序，已运行过，大家可以(Several busy multi-user algorithm procedures, has been in operation, the U.S. can)