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LLE
- 这是我从网上下载到的Locally Linear Embedding(LLE)的Matlab代码，希望对研究Manifold Leanring的同事有所帮助。-This is my downloaded from the Internet to the Locally Linear Embedding (Locally ) Matlab code, and I hope to study Manifold Leanring colleagues help.
mani
- mani: MANIfold learning demonstration GUI by Todd Wittman, Department of Mathematics, University of Minnesota E-mail wittman@math.umn.edu with comments & questions. MANI Website: httP://www.math.umn.edu/~wittman/mani/index.html Last Modified by G
lle
- 非线性降维方法lle 可以应用于高维数据的机器学习-Lle nonlinear dimensionality reduction methods can be applied to high-dimensional data, machine learning
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.
featurefusionuseingLLEforclassifaction
- 人脸识别文章 feature fusion useing LLE for classifaction-Face article feature fusion useing LLE for classifaction
mani
- 流形学习的经典算法，包括有:PCA,MDS,ISOMAP,LLE,Hessian LLE,LTSA, Laplacian,Diffusion Map-The classic manifold learning algorithm, including: PCA, MDS, ISOMAP, LLE, Hessian LLE, LTSA, Laplacian, Diffusion Map
MMLLE
- 对原始的LLE算法改进，然后将改进的LLE算法用SWISS数据集进行验证-Original LLE algorithm improvements, and then the improved LLE algorithm SWISS data set to verify
drtoolbox
- Matlab针对各种数据预处理的降维方法，源码集合。-Currently, the Matlab Toolbox for Dimensionality Reduction contains the following techniques: Principal Component Analysis (PCA) Probabilistic PCA Factor Analysis (FA) Sammon mapping Lin
lle
- LLE算法及改进的LLE算法，主要是对寻找K近邻时的欧式距离的改进-LLE algorithem and the improve_LLE agorithem，the process mainly improve the distance
LLE
- 局部线性嵌入算法（LLE）。它可以很好表达数据的内在流行结构，能够保留数据的本质特征，这样可以较好的保留原有数据特征，其算法也需要进行稠密采样，进行特征参数优化-LLE Algorithm
26755458lle
- 流形学习中常见的lle算法，不仅可以运行，还可以实现可视化(The common LLE algorithm in manifold learning can not only run, but also can be visualized.)
lle
- lle用来处理高维数据降维，经检验此程序运行效果很好(LLE is used to deal with dimensionality reduction of high-dimensional data. It is proved that the program runs well.)
CS_SVM_exmp
- 该程序是cs-svm的程序，用于对svm的算法优化(This program is a program of cs-svm, which is used to optimize the algorithm of SVM.)
lle
- 实现非线性的数据降维，很简单的代码，比较容易明白(Achieve nonlinear data dimensionality reduction, very simple code, easier to understand.)