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Matlab工具箱drtoolbox.tar.gz
- (PCA LDA LLE)各种降维方法Matlab工具箱
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)
LLE
- 2D Graphics Sprite - LLE algorithm.-2D Graphics Sprite- LLE algorithm.
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.
LLE
- 局部线性嵌入LLE,是一种非常高效的非线性降维方法,本文PPT主要介绍了LLE算法的实现过程,同时分析了其参数的选择,和MATLAB的仿真实现-Locally linear embedding LLE, is a very efficient nonlinear dimensionality reduction method, this paper mainly introduced the PPT LLE algorithm realization process, and analyzes
LLE
- 介绍了LLE的应用,以网上开源的LLE源码为基础,进行高维数据的降维,并附有程序结果图-LLE application, the LLE source open source online for dimensionality reduction of high-dimensional data, together with the results of the proceedings Figure
LLE
- LLE流行算法可以在保持原来数据拓扑结构的条件下实现数据的非线性降维。-LLE popular algorithms can maintain the original data in the topology of the data without becoming realized under conditions of nonlinear dimensionality reduction.
drtoolbox
- 对数据进行降维可视化的工具箱。里面有PCA、LLE、LLC等十多种方法。可以自主编程进行对大数据的降维可视化。-Dimensionality reduction data visualization toolkit. There are PCA, LLE, LLC and a dozen other methods. You can customize the programming for large data dimensionality reduction visualization.
lle
- lle作为一种重要的降维方法,有非线性和线性的特点-lle as an important dimension reduction method, nonlinear and linear features
LLE
- lle降维,可以参考非线性降维的方法,感觉没lda好用,比pca还行(LLE dimension reduction)
synthetic_data
- 实现LLE降维的一种改进方法,并通过文件中的五组数据来说明(LLE dimension reduction)
aubblc_operator
- 此程序为非线性降维典型算法之一--LLE算法,对想进行高维数据降维研究的朋友们值得一看()
lle
- 此程序为局部线性嵌入,能够实现降维功能。(This program is locally linear embedding and can realize dimensionality reduction function.)
LLE程序
- LLE程序直接可以跑出来,里面有详细介绍。(LLE program can be run out directly, which is described in detail)