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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)
Isomap
- isomap等规度映射，特征提取，机器学习
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
Isomap
- Isomap流形降维算法，包括了一个瑞士卷生成数据，dijk距离算法。-Dimensionality reduction algorithm Isomap manifold, including the formation of a Swiss roll data, dijk distance algorithm.
S-Isomap
- S-ISOMAP is a manifold learning algorithm, which is a supervised variant of ISOMAP.
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
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 reduction.
Isomap
- 这个程序对于学习流行学习算法的朋友很有借鉴意义，在matlab上能够运行。-This procedure popular learning algorithm for learning a friend of referential significance, in the matlab able to run.
IsoP
- 本代码实现等距映射isomap算法，保持高维空间测地距离不变-This code implements the isometric mapping isomap algorithm, to maintain a high dimensional space, the same geodesic distance
ISODATA
- 本例为等度规映射的C++算法实现，包含了使用方法。-In this case ISOMAP of C++ algorithm includes the use of methods.
IsomapR1
- Isomap code --------------------------------------- Author: Josh Tenenbaum (jbt@psych.stanford.edu) [Dijkstra code by Mark Steyvers (msteyver@psych.stanford.edu)]-Isomap code --------------------------------------- Author: Josh Tenen
kisomapforusps
- isomap算法的kernel形式，能对unseen point进行低维嵌入，里面包含了可运行的多个文件，在usps上成功应用-isomap algorithm kernel form of the unseen point to low-dimensional embedding, which contains several files that can be run, successfully applied in the usps
SSIsomap1
- semi supervised Isomap,matlab codes.
MATLABCodesforDimensionalityReduction
- 维数约减matlab工具箱，包括LLE，ISOMAP，NPE等，具有较好的效果-Dimensionality reduction matlab toolbox, including LLE, ISOMAP, NPE, etc., with good results
isomap
- In statistics, Isomap is one of several widely used low-dimensional embedding methods, where geodesic distances on a weighted graph are incorporated with the classical scaling (metric multidimensional scaling). Isomap is used for computing a quasi-is
Isomap2
- Isomap的改进算法，速度较快。包括了一个瑞士卷生成程序和dijk距离算法。-Improved Isomap algorithm faster. Includes a volume generator and dijk Switzerland distance algorithm.
isomap
- ISOMAP瑞士卷的matlab实现，实现降维功能(matlab realize of ISOMAP)
Isomap算法
- Isomap算法的matlab代码，简单易行。(the matlab of the Isomap algorithm)
Isomap降维算法MATLAB代码实现
- Isomap降维算法MATLAB代码实现。isomap最主要的优点就是使用“测地距离”，而不是使用原始的欧几里得距离，这样可以更好的控制数据信息的流失，能够在低维空间中更加全面的将高维空间的数据表现出来。机器学习。流形学习。降维