搜索资源列表
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)
IsoMap
- Kernel IsoMap control chart
mani-LLE-LTSA
- 多种流行学习算法的MATLAB实现。包括MDS、ISOMAP、 LLE 、 Hessian LLE 、Laplacian、LTSA 等多种算法。-A variety of popular learning algorithm in MATLAB to achieve. MDS, ISOMAP, LLE, Hessian LLE, Laplacian, LTSA.
swishroll
- 这是瑞士卷数据集，isomap的原始数据集，mat格式，好用(Swiss roll data set in mat , originally used in ISOMAP)
S-Isomap
- 非线性降维, 使用者必须自己准备数据，可以对立面的参数进行修改(nonlinear dimesion reduction,This package is free for academic usage. You can run it at your own risk.)