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S-Isomap
- Descr iption: S-ISOMAP is a manifold learning algorithm, which is a supervised variant of ISOMAP. Reference: X. Geng, D.-C. Zhan, and Z.-H. Zhou. Supervised nonlinear dimensionality reduction for visualization and classification. IEEE Transactio
Isomap
- ISOMAP算法，包括dfun.m dijk.m isomap.m l2_distance.m等等等等，一种流形学习算法（很好用，本人编译运行并仿真实现过）-ISOMAP algorithm, including dfun.m dijk.m isomap.m l2_distance.m etc., a learning algorithm Manifold (useful, I compile and run off Simulation)
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.
manifold.rar
- 基于matlab开发的一个简单的流形学习的工具箱，附带有使用说明,Matlab developed based on a simple manifold learning kit comes with instructions
mani.rar
- 流形学习算法，程序中也包含了多种经典的模式识别算法,如MDS、PCA。,Manifold learning algorithm, the program also contains a variety of classical pattern recognition algorithms, such as MDS, PCA.
manifold
- 一个Matlab环境下编写的流行学习（manifold)算法，可用于图像特征提取及行为模式提取-Matlab environment to prepare a prevalence study (manifold) algorithm, can be used for image feature extraction and pattern extraction
S-Isomap
- S-ISOMAP is a manifold learning algorithm, which is a supervised variant of ISOMAP.
Surfac
- We describe and demonstrate an algorithm that takes as input an unorganized set of points fx1 xng IR3 on or near an unknown manifold M, and produces as output a simplicial surface that approximates M. Neither
manifolds.tar
- manifold learning algorithm.
laplacian_eigen
- Laplacian Eigenmaps [10] uses spectral techniques to perform dimensionality reduction. This technique relies on the basic assumption that the data lies in a low dimensional manifold in a high dimensional space.[11] This algorithm cannot embed out of
code
- This function is used to obtain the array manifold vector of any array.
Manifold--Learning
- 流形学习是一种机器学习。所谓 Machine Learning 里的 Learning ，就是在建立一个模型之后，通过给定数据来求解模型参数。而 Manifold Learning 就是在模型里包含了对数据的流形假设。-Manifold Learning is a kind of Machine Learning.
LMDS_test
- interpolation program for out-of-sample problem in manifold learning
manifold-learning.lle
- 流形学习是一种新的无监督机器学习方法，局部线形嵌入（Locally Linear Embedding，LLE）发现嵌入在高维数据中的低维流形，流形学习算法,MATLAB程序-manifold learning
manifold-learning
- 介绍流形学习中的维数规约算法，流行学习是指学习一组具有非线性关系的数据之间的本质表示-introduce the dimension reduction algorithm in manifold learning, which is used to learn the intrinsic representation of a serial non-liner datas
16-node-manifold-element
- 用于计算薄板弯曲的16节点数值流形法，值得学习-16-node manifold element for thin plate-bending analysis
manifold learning toolbox
- Some manifold learning algorithms,such as LTSA,LLE,Isomape
manifold
- 自然杂志上关于流形学习的重要文章，用于非线性维数约简。 -Nature of manifold learning important articles, for nonlinear dimensionality reduction.
manifold-learning
- 功能：演示流形学习算法在计算机视觉中的应用基于流形学习实现目标分类；-Application of manifold learning algorithm in computer vision based on manifold learning
Manifold learning LE
- 流形学习（Manifold Learning）的一种算法：拉普拉斯特征映射（LE）(An algorithm of Manifold Learning: Laplacian Feature Mapping (LE))