rgpca.tar.gz.gz - Robust GPCA
This package consists of implementations of three robust techinques to robustify GPCA-Voting in the presence of large amounts of outliers. For function details, please read the README file in the package.,2010-11-02 14:43:49,下载139次
RANSAC-subspaces.tar.gz.gz - This package consists of two implementations about using ransom sampling techniques to estimate multiple subspaces:
RANSACarrangement: Sample subsets to estimate a union of subspaces together.
RANSACsubspaces: Estimate one subspace at a time with a subspace degeneracy testing to avoid overfitting problems associated to subspaces of different dimensions in the union.,2010-11-02 14:42:06,下载6次
EM.tar.gz.gz - This package uses iterative EM and K-Subspaces methods to estimate multiple subspace structures with all dimensions given.,2010-11-02 14:41:05,下载10次
Numerical_Methods_in_Engineering_with_Python(Cambr - 《Numerical Methods in Engineering with Python》是Cambridge Press 2005年出版的书。介绍了用Python语言进行数值计算；其在机器学习、计算机视觉等领域用很大用途。,2010-11-02 14:38:06,下载86次
R_Graphics(CRC2006).rar - 《R Graphics》是CRC Press 2006年的新书。详细讲解用R语言绘图。（R语言在人工智能、数值分析领域应用越来越广了，大有取代Matlab的趋势，大家不妨学学R语言）,2010-11-02 14:32:19,下载126次
Applied_Speech_and_Audio_Processing_With_Matlab_Ex - 《Applied Speech and Audio Processing With Matlab Examples》是Cambridge University Press 2009的新书。大家从书的名字里就能知道这本书是干什么的了。,2010-11-02 14:25:03,下载12次
Applied_Numerical_Methods_Using_MATLAB_(Wiley2005) - 《Applied Numerical Methods Using MATLAB》是Wiley出版社2005年出版的书，是Matlab应用在数值运算和机器学习领域最权威的书。,2010-11-02 14:16:54,下载14次
inexact_alm_rpca.zip - RPCA (Robust Principal Component Analysis)是目前用于矩阵填充、图像去噪的最有效的优化方法。目前最有效的算法是ALM（Augmented Lagrange Multiplier）。ALM分为Exact ALM和Inexact ALM。 该代码是Inexact ALM，收敛速度比Exact ALM快！,2010-11-02 14:07:29,下载343次
exact_alm_rpca.zip - RPCA (Robust Principal Component Analysis)是目前用于矩阵填充、图像去噪的最有效的优化方法。该代码是求解RPCA的一种数值算法——Exact ALM（Exact Augmented Lagrange Multiplier）,2010-11-02 14:03:12,下载155次
An_Introduction_to_Programming_and_Numerical_Metho - 《An Introduction to Programming and Numerical Methods in MATLAB》 是一本关于Matlab编程的书，对人工智能和数值分析等领域的researcher有很大帮助。,2010-11-02 13:55:05,下载4次