搜索资源列表
LLE
- 此程序为非线性降维典型算法之一--LLE算法,对想进行高维数据降维研究的朋友们值得一看
lle
- 局部线性嵌入法,用于数据降维 .lle.m -- A simple matlab routine to perform LLE. .scurve.m -- Code to run the \"s-curve\" example. .swissroll.m -- Code to run the \"swiss roll\" example.
LLE
- 包含两篇论文:《基于LLE算法的人脸识别方法》,《一种改进的LLE方法》; 以及相关源码
LLE,PCA算法介绍
- LLE,PCA算法介绍
s曲面绘制-matlab
- 用lle算法的绘制S曲面小例子。供大家参考
manifold.zip
- 流形学习算法库,包括主要的流形学习算法。LLE,ISOMAP,LE等算法,Manifold learning algorithm library, including the main manifold learning algorithm. LLE, ISOMAP, LE, such as algorithm
mani.rar
- 一个集成了8种降维方法的GUI(包括常见的PCA、LLE、isomap、HLLE等线性与非线性将为方法),An integrated eight kinds of dimensionality reduction methods GUI (including common PCA, LLE, isomap, HLLE, etc. will be linear and nonlinear methods)
lle_roweis.rar
- 这是LLE的原始算法,原文的参考文献是:S.T.Roweis and L.K.Saul. Nonlinear dimensionality reduction by locally linear embedding. Science, 290, 2000.,This is the original LLE algorithm, the original reference is: STRoweis and LKSaul. Nonlinear dimensionality reduction b
Dimension-reduction--toolbox
- 该工具箱中包含了多种降维算法。其中有传统的PCA和Local PCA算法,也有典型的流形学习算法,如Isomap、LLE、HLLE、Laplacian Eigenmaps 和 Local Tangent Space 。-The toolbox contains a variety of dimensionality reduction algorithms. In which the traditional PCA and Local PCA algorithms, there are the
lle
- 局部线性嵌入算法的matlab代码,改算法是流形学习中的一个算法,目的是将高维流形空间映射到低维嵌入空间。可用于非线性高维数据的降维-matlab code of Local linear embedding algorithm
lle
- 基于邻域嵌入式的降维 充分利用matlab矩阵的功能 程序简捷-Neighborhood-based embedded full advantage of dimension reduction procedures for simple matlab function matrix
Manifold
- 很不错的流形学习算法 包含了MDS PCA ISOMAP LLE等算法-Very good manifold learning algorithm includes the MDS PCA ISOMAP LLE, such as eight kinds of algorithms
Mani
- 流形学习程序,Isomap,LLE,LTSA,etc,非线性数据降维-manifold learning, Isomap, LLE, LTSA, etc, nonlinear data dimensionality reduction
lle
- 一种流形学习算法,用于非线性降维,文章发表在2000年science杂志上,是一种非常经典的算法。-A manifold learning algorithm for nonlinear dimensionality reduction, articles published in science journal in 2000, is a very classic algorithms.
npe
- 流形学习算法lle的线性化方法,是一种非监督的降维方法,比lle的优势在于可以将新的样本点映射到低维空间。-Lle manifold learning algorithm of the linearization method, is a non-supervised dimensionality reduction method has the advantage of being more than lle can sample the new point is mapped to the
LLE
- 此算法是著名的流行学习算法,可以用于数据特征的提取,维数约减等操作。-This algorithm is a famous and usefule algorithm for extrating the fature or reducing the dimension.
LLE
- 流行学习英文文献,主要是局部线性嵌入方法的改进-Pop learning English literature, mainly locally linear embedding Improvement
mani
- 一款很好的matlab程序,具有MDS\PCA\ISO\MAP\LLE\HESSIANLLE\LAPLACANDIFFUSIONMAP\LTSA的图像分析功能 -Matlab a very good program, with MDS \ PCA \ ISO \ MAP \ LLE \ HESSIANLLE \ LAPLACANDIFFUSIONMAP \ LTSA' s image analysis capabilities
featurefusionuseingLLEforclassifaction
- 人脸识别文章 feature fusion useing LLE for classifaction-Face article feature fusion useing LLE for classifaction