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一个很好的Matlab编制的数据降维处理软件-Matlab a good preparation of the data processing software Dimensionality Reduction
Update : 2025-02-19 Size : 882kb Publisher : 王晶

这是一个MATLAB工具箱包括32个降维程序,主要包括 pca,lda,MDS等十几个程序包,对于图像处理非常具有参考价值- ,This Matlab toolbox implements 32 techniques for dimensionality reduction. These techniques are all available through the COMPUTE_MAPPING function or trhough the GUI. The following techniques are available: - Principal Component Analysis ( PCA ) - Linear Discriminant Analysis ( LDA ) - Multidimensional scaling ( MDS ) - Probabilistic PCA ( ProbPCA ) - Factor analysis ( FactorAnalysis ) - Sammon mapping ( Sammon ) - Isomap ( Isomap ) - Landmark Isomap ( LandmarkIsomap ) - Locally Linear Embedding ( LLE ) - Laplacian Eigenmaps ( Laplacian ) - Hessian LLE ( HessianLLE ) - Local Tangent Space Alignment ( LTSA ) - Diffusion maps ( DiffusionMaps ) - Kernel PCA ( KernelPCA ) - Generalized Discriminant Analysis ( KernelLDA )
Update : 2025-02-19 Size : 1.06mb Publisher : yang

This toolbox is an educational and recreative toolbox around recent ideas in the field of dimension reduction. * PCA : classical Principal Componnent Analysis (linear projection). * Nonlinear dimensionality reduction by locally linear embedding. * Laplacian Eigenmaps for dimensionality reduction and data representation-This toolbox is an educational and recreative toolbox around recent ideas in the field of dimension reduction. * PCA : classical Principal Componnent Analysis (linear projection). * Nonlinear dimensionality reduction by locally linear embedding. * Laplacian Eigenmaps for dimensionality reduction and data representation
Update : 2025-02-19 Size : 221kb Publisher : tra ba huy

经典的降维方法集合,包含近代诸多算法,由马大博士生编著。-The Matlab Toolbox for Dimensionality Reduction contains Matlab implementations of 32 techniques for dimensionality reduction. A large number of implementations was developed from scratch, whereas other implementations are improved versions of software that was already available on the Web. The implementations in the toolbox are conservative in their use of memory. The toolbox is available for download here.
Update : 2025-02-19 Size : 1008kb Publisher : Alan

Laurens van der Maaten 编写的LPP算法,与 Deng Cai版本不同,大家比较下-This file is part of the Matlab Toolbox for Dimensionality Reduction v0.7b. (C) Laurens van der Maaten Tilburg University, 2008
Update : 2025-02-19 Size : 32kb Publisher : 王光

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对于特征维数降维的matlab工具箱,包括PCA LDA PPCA 等-Matlab Toolbox for Dimensionality Reduction (v0.7.1- June 2010)
Update : 2025-02-19 Size : 1005kb Publisher : 周健

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本代码是关于Multi-Dimensional Scaling(MDS)的代码,可以用于特征提取、特征选择,或是矩阵降维。-This file is part of the Matlab Toolbox for Dimensionality Reduction v0.4b. You are free to use, change, or However,
Update : 2025-02-19 Size : 1kb Publisher : panhan

Matlab Toolbox for Dimensionality Reduction (v0.8b) ------------------------- Author: Laurens van der Maaten Affiliation: Delft University of Technology Contact: lvdmaaten@gmail.com Release date: April 18, 2012 Version: 0.8b
Update : 2025-02-19 Size : 1.07mb Publisher : 赵凯

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Matlab Toolbox for Dimensionality Reduction
Update : 2025-02-19 Size : 980kb Publisher : 王建华

Matlab Toolbox for Dimensionality Reduction v0.7.2 - November 2010
Update : 2025-02-19 Size : 1.07mb Publisher : ali

几种经典的降维工具的matlab程序。供想学习流形学习算法的朋友分享。-This is a dimension reduction toolbox developed by Laurens van der Maaten(MISS). You are free to use, modify, or redistribute this software in any way you want, but only for non-commercial purposes. This Matlab toolbox implements 32 techniques for dimensionality reduction. These techniques are all available through the COMPUTE_MAPPING function.
Update : 2025-02-19 Size : 191kb Publisher : 李祥宝

Matlab针对各种数据预处理的降维方法,源码集合。-Currently, the Matlab Toolbox for Dimensionality Reduction contains the following techniques: Principal Component Analysis (PCA) Probabilistic PCA Factor Analysis (FA) Sammon mapping Linear Discriminant Analysis (LDA) Multidimensional scaling (MDS) Isomap Landmark Isomap Local Linear Embedding (LLE) Laplacian Eigenmaps Hessian LLE Local Tangent Space Alignment (LTSA) Conformal Eigenmaps (extension of LLE) Maximum Variance Unfolding (extension of LLE) Landmark MVU (LandmarkMVU) Fast Maximum Variance Unfolding (FastMVU) Kernel PCA Generalized Discriminant Analysis (GDA) Diffusion maps Stochastic Neighbor Embedding (SNE) Symmetric SNE (SymSNE) new: t-Distributed Stochastic Neighbor Embedding (t-SNE) Neighborhood Preserving Embedding (NPE) Locality Preserving Projection (LPP) Linear Local Tangent Space Alignment (LLTSA) Stochastic Proximity Embedding (SPE) Mu
Update : 2025-02-19 Size : 1.94mb Publisher : jdzsj

Matlab Toolbox for Dimensionality Reduction (v0.8 - April 2012)-Matlab Toolbox for Dimensionality Reduction (v0.8- April 2012)
Update : 2025-02-19 Size : 2.08mb Publisher : ray

用于降维的matlab工具包,包括PCA,LDA,LLE,等-Matlab Toolbox for Dimensionality Reduction Principal Component Analysis (PCA) Probabilistic PCA Factor Analysis (FA) Classical multidimensional scaling (MDS) Sammon mapping Linear Discriminant Analysis (LDA) Isomap Landmark Isomap Local Linear Embedding (LLE) Laplacian Eigenmaps
Update : 2025-02-19 Size : 1.07mb Publisher : 晗嫣

MATLAB特征选择与降维工具箱,内含34种特征降维方法,从作者的博客主页下载,代码完整,附中英文的相关说明。-Matlab Toolbox for Dimensionality Reduction
Update : 2025-02-19 Size : 1.7mb Publisher : long

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Matlab Toolbox for Dimensionality Reduction
Update : 2025-02-19 Size : 1.02mb Publisher : abdoabdo

子空间学习方法工具箱,包含PCA、LDA、LLE、ISOMAP等经典子空间分析方法(Subspace learning method toolbox, including classical subspace analysis methods such as PCA, LDA, LLE, ISOMAP and so on)
Update : 2025-02-19 Size : 990kb Publisher : llb3112040011
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