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Description: 非线性降维的经典算法Isomap，LLe,还有人连数据可以做实验-The classic nonlinear dimensionality reduction algorithm Isomap, even the data can experiment
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Size: 14336 |
Author: 石鑫 |
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Description: 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
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Size: 2029568 |
Author: jdzsj |
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Description: 流形学习工具包，包括了PCA，MDS，LLE，LTSA一些代码，对于初学应该有些帮助-The manifold learning kit including PCA, MDS, LLE, LTSA code should be some help for the beginner
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Size: 1119232 |
Author: 王骥 |
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Description: matlab中运用lle算法进行图像处理的源程序代码-LLE based on matlab
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Size: 2048 |
Author: 张飞 |
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Description: drtoolbox降维工具箱程序包以及使用的范例 LLE，LTSA，ISOMAP，等- examples of drtoolbox use
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Size: 1233920 |
Author: 小红帽 |
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Description: 多种模式识别算法的介绍，包括PCA，MPCA，LLE等-Several pattern recognition algorithm is introduced, including PCA, MPCA, LLE etc.
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Size: 479232 |
Author: 风格 |
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Description: LLE算法的改进算法程序，针对LLE算法中欧氏距离加以改进以后的LLE算法-LLE improved algorithm procedures, LLE algorithm to improve the future for China and the EU' s distance LLE algorithm
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Size: 1024 |
Author: 李祝强 |
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Description: 这是LLE的原始算法，原文的参考文献是：S.T.Roweis and L.K.Saul. Nonlinear dimensionality reduction by locally linear embedding. Science,290, 2000.-This is the original LLE algorithm, the original reference is: STRoweis and LKSaul. Nonlinear dimensionality reduction by locally linear embedding. Science, 290, 2000.
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Size: 1024 |
Author: produ |
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Description: 此算法可以实现局部线性嵌入的降维，对于生成的数据进行可视化-This algorithm can be implemented locally linear embedding dimension reduction for visualization of data generated
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Size: 9216 |
Author: 韩晓春 |
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Description: MPCA、LLE、PCA等代码集合，可以用来实现降维。-MPCA, LLE, PCA and other set of codes that can be used to achieve dimension reduction.
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Size: 17408 |
Author: 袁森 |
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Description: 多种降维算法,包括lle,lpp,ltsa-many kinds of dimension reduction method
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Size: 877568 |
Author: zhou |
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Description: 参考文献“基于LLE的特征提取及应用”中的方法，我自己编写的一个LLE的测试数据处理方法程序。主要是针对新进数据如何进行LLE降维，配合matlab 降维工具箱Dimensionality Reduction v0.3b 使用。如有问题请指正。-It s a algorithm used to deal with new sample sets with LLE.
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Size: 1988608 |
Author: 陈子胜 |
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Description: 流形学习的matlab集成代码，包括经典的LLE等算法-manifold learning for matlab
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Size: 168960 |
Author: zls |
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Description: 利用流形学习算法对高维数据进行降维，得到高维数据的低维流形-Use manifold learning algorithms for high dimensional data dimensionality reduction, to obtain a low dimensional manifold in high-dimensional data
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Size: 2048 |
Author: 黄月 |
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Description: 用MATLAB计算NRTL模型的互相作用参数-regression of the nonrandom two-liquid(NRTL) parameters LLE data
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Size: 1024 |
Author: 李永生 |
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Description: 利用LapLDA进行初始化，预测出无标签数据XU的类别信息，这样所有的训练样本都有类别了。 为样本 的软类别标签，软类别标签中最大的问题对应其具体类别。
LapLDA可用基于原始数据的LLE-style reconstruction weights
-LLE-style reconstruction weights
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Size: 1024 |
Author: sunjob |
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Description: 比較了lle算法，le算法等經典降維算法的效果的matlab源碼-Lle comparison algorithm, le algorithm classic effect dimensionality reduction algorithm matlab source
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Size: 1024 |
Author: wangmumu |
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Description: 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
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Size: 1119232 |
Author: 晗嫣 |
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Description: local linear embedding algorithm is simple to implement with MATLAB
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Size: 564224 |
Author: hamed |
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Description: 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.
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Size: 1219584 |
Author: 金鹏 |
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