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Description: 一个ICA工具。This binary version of the runica() function of Makeig et al. contained
in the EEG/ICA Toolbox runs 12x faster than the Matlab version. It uses
the logistic infomax ICA algorithm of Bell and Sejnowski, with natural
gradient and extended ICA extensions. It was programmed for unsupervised
usage by Scott Makeig at CNL, Salk Institute, La Jolla CA. Sigurd Enghoff
translated it into C++ code and compiled it for multiple platforms. J-R
Duann has improved the PCA dimension-reduction and has compiled the
linux and free_bsd versions.
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Author: aaaaaaa |
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Description: PLS_Toolbox是用于故障检测与诊断方面的matlab工具箱，包括PCA、PLS等多种算法，以及包括后续的处理工作：Q统计、T2统计等等。-PLS_Toolbox for fault detection and diagnosis of matlab toolbox, including PCA, PLS and many other algorithms, as well as follow-up treatment, including the work of: Q statistics, T2 statistics and so on.
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Size: 1014784 |
Author: XiaoMa |
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Description: 模式识别 MATLAB 的工具箱,比较实用,包括SVM,ICA,PCA,NN等等模式识别算法.-Pattern Recognition Toolbox for MATLAB, more practical, including the SVM, ICA, PCA, NN pattern recognition algorithm and so on.
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Size: 334848 |
Author: 吴守泉 |
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Description: 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 )
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Size: 1108992 |
Author: yang |
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Description: 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
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Size: 226304 |
Author: tra ba huy |
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Description: 捷克理工大学Hlavac教授和Franc博士提供的统计模式识别Matlab工具箱的最新版本V2.09，在原有版本基础上进行了一些修改和完善。它包括现有模式识别的大部分方法，比如SVM，PCA，LDA等。我采用其中的SVM方法进行了人体下肢假肢SEMG信号的分类，效果不错。希望能对大家有帮助。-Statistical Pattern Recognition Toolbox for Matlab (C) 1999-2008, Version 2.09. It includs a number of ways for paater classification, such as SVM, PCA, LDA, etc. I hope it is helpful for readers.
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Size: 5998592 |
Author: Mountain |
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Description: This toolbox includes routines for using principal component analysis (PCA) and independent component analysis (ICA) to extract cellular signals from imaging data sets. A full description and validation of the method is provided in the paper, "Automated Analysis of Cellular Signals from Large-Scale Calcium Imaging Data," Neuron, 63:747 (2009): http://tinyurl.com/cellsort
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Size: 345088 |
Author: lin |
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Description: DSPCA a toolbox for sparce PCA
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Size: 183296 |
Author: ahmet baydar |
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Description: 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)
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Size: 1029120 |
Author: 周健 |
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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: toolbox for dimensionality reduction, including PCA
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Size: 6144 |
Author: Cindy |
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Description: 最新最强MATLAB降维工具箱，可用于人脸识别，模式识别，机器学习，数据挖掘，图像处理等领域，里面包含的算法有PCA,LDA,KPCA,KLDA,Laplacian，LPP,MDS,NPE,SPE,LLC,CFA,MCML,LM-The latest and greatest dimension reduction MATLAB toolbox can be used for face recognition, pattern recognition, machine learning, data mining, and other areas of image processing, which contains the algorithm PCA, LDA, KPCA, KLDA, Laplacian, LPP, MDS, NPE, SPE, LLC, CFA, MCML, LMNN etc.
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Size: 1042432 |
Author: FDX |
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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: 模式分类工具箱，有PCA、SVM、ID3源代码，用于数据分析、模式识别和机器视觉。-Pattern classification toolbox, there PCA, SVM, ID3 source code for data analysis, pattern recognition and machine vision.
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Size: 950272 |
Author: 韩晓春 |
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Description: 对于初学matlab的同学会有帮助，是本科毕设的题目，是学习PCA特征提取的很好的学习资料，PLS部分最小二乘工具箱,主要是基于mtlab的程序，实现了对10个数字音的识别。- Matlab for beginner students will help, The title of the commercial is undergraduate course you Is a good learning materials to learn PCA feature extraction, PLS PLS toolbox, Mainly based on the mtlab procedures, To achieve the recognition of 10 digital sound.
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Size: 6144 |
Author: cmsbnb |
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Description: 多元数据分析的主分量分析投影，进行逐步线性回归，对于初学matlab的同学会有帮助，是学习PCA特征提取的很好的学习资料，三相光伏逆变并网的仿真，matlab开发工具箱中的支持向量机。-Principal component analysis of multivariate data analysis projection, Stepwise linear regression, Matlab for beginner students will help, Is a good learning materials to learn PCA feature extraction, Three-phase photovoltaic inverter and network simulation, matlab development toolbox support vector machine.
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Size: 10240 |
Author: iccvmn |
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Description: 非常有用的人脸识别工具包，包含了各种PCA,LDA, KPCA, KFA及其变种。在Matlab环境下可以直接运行。-The PhD (Pretty helpful Development functions for) face recognition toolbox is a collection of Matlab functions and scripts intended to help researchers working in the field of face recognition.
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Size: 549888 |
Author: 柳兵 |
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Description: 对于初学matlab的同学会有帮助，线性调频脉冲压缩的Matlab程序,包含特征值与特征向量的提取、训练样本以及最后的识别，结合PCA的尺度不变特征变换(SIFT)算法，PLS部分最小二乘工具箱,pwm整流器的建模仿真，毕业设计有用，包括调制，解调，信噪比计算。- Matlab for beginner students will help, LFM pulse compression of the Matlab program, Contains the eigenvalue and eigenvector extraction, the training sample, and the final recognition, Combined with PCA scale invariant feature transform (SIFT) algorithm, PLS PLS toolbox, Modeling and simulation pwm rectifier Graduation useful Includes the modulation, demodulation, signal to noise ratio calculation.
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Size: 10240 |
Author: xwdietqm |
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Description: 压缩文件夹中主要包含用于非线性主成分分析的程序(Nonlinear PCA toolbox for MATLAB)
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Size: 137216 |
Author: guduxingzhe11
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Description: 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)
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Size: 1013760 |
Author: llb3112040011
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