搜索资源列表
流形学习算法源码
- 流形学习算法源码 ISOMAP
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 Simulatio
ManifoldLearn
- 一个包含丰富内容的流形学习算法工具包，有图形示例文件demo.fig，包括laplacian特征映射算法、流形规则调整、svm分类算法等内容，希望对研究机器学习的朋友有用。-contains a rich content of the manifold learning algorithm tool kit, graphics documents demo.fig example, laplacian features include
Manifoldstudy
- 本PPT文档是关于manifoldstudy的，详细介绍了流形学习的概念，引出了几种主要的流行的主流流形学习算法，分析透彻，最学习的人很有指导意义，目前网上这些材料很少。与大家共勉-The PPT file is about the manifoldstudy, detailing the concept of manifold learning, leads to several major mainstream popular ma
Semisupervsedalignmenofmanifolds
- 一种半监督流形学习算法，包括相应的文章和代码。-A semi-supervised manifold learning algorithm, including the corresponding article and code.
Robustlocallylinearembedding
- 一种针对流形学习算法LLE的改进算法介绍，采用它有利于提高流形学习算法降低噪声的干扰。
cca
- Fei Sha 等人编写的流形学习算法CCA的matlab代码，它基于MVU算法，但是计算速度比较慢-Fei Sha and others prepared CCA manifold learning algorithm of matlab code, which is based on MVU algorithm, but the calculation speed is relatively slow
mani
- 总结了几种经典的流形学习算法的GUI例子。包括很多很多流形学习算法-Summing up several classic manifold learning algorithm of the GUI examples. Including many, many manifold learning algorithm
manifold
- 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
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
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 t
hlle
- 一种流形学习算法，改正了Isomap不能对非凸流形进行降维的不足，是一种局部等距的降维方法。-A manifold learning algorithm, Isomap can not be corrected for non-convex manifolds for the lack of dimensionality reduction is a partial isometric method of dimensionality
ltsa
- 一种用于非线性降维的流形学习算法，主要是先考虑用每一点处的局部切空间表示该点处的几何特征，然后都局部切空间进行排列。-A non-linear dimensionality reduction of manifold learning algorithm, mainly to consider every point of the partial cut Department said that the space of the geo
lltsa
- 流形学习算法LTSA的线性化方法，在基因分类聚类中得到了应用，可以将新样本线性地投射到低维空间。-LTSA manifold learning algorithm of the linearization method, clustering in gene classification has been applied to new samples can be projected onto the linear and low-di
lpp
- 一种很重要的非监督降维方法，是流形学习算法Laplacian Eigenmap 的线性化方法，在人脸识别中效果非常好。-A very important method of unsupervised dimensionality reduction, manifold learning algorithm is Laplacian Eigenmap linearization method is very effective in fa
pattern-recognition
- 本文针对几种有代表性的流形学习算法进行了深入的研究，主要探讨了流形学习的框架理论相关研究及其在模式识别中的应用。 -In this paper, a representative of several manifold learning algorithms in-depth study, which focused on the theoretical fr a mework of manifold learning research
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
isomap
- 一种流形学习算法，用于非线性降维算法，实验数据用的人脸数据。(A manifold learning algorithm for nonlinear dimensionality reduction algorithms, using face data for experimental data.)
最全的流行学习算法
- 流形学习算法最全的流形学习算法MATLABgui程序(Manifold Learning Algorithms with the Fulest Manifold Learning Algorithms)