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Description: 一个包含丰富内容的流形学习算法工具包，有图形示例文件demo.fig，包括laplacian特征映射算法、流形规则调整、svm分类算法等内容，希望对研究机器学习的朋友有用。-contains a rich content of the manifold learning algorithm tool kit, graphics documents demo.fig example, laplacian features include mapping algorithm manifold rules adjustments svm classification algorithm, want to study machine learning useful friends.
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Author: liyanxmu |
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Description: Description: S-ISOMAP is a manifold learning algorithm, which is a supervised variant of ISOMAP.
Reference: X. Geng, D.-C. Zhan, and Z.-H. Zhou. Supervised nonlinear dimensionality reduction for visualization and classification. IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics, 2005, vol.35, no.6, pp.1098-1107.-Description: S-ISOMAP is a manifold learning algorithm, which is a supervised variant of ISOMAP.
Reference: X. Geng, D.-C. Zhan, and Z.-H. Zhou. Supervised nonlinear dimensionality reduction for visualization and classification. IEEE Transactions on Systems, Man, and Cybernetics- Part B: Cybernetics, 2005, vol.35, no.6, pp.1098-1107.
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Size: 31744 |
Author: 修宇 |
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Description: ISOMAP算法，包括dfun.m dijk.m isomap.m l2_distance.m等等等等，一种流形学习算法（很好用，本人编译运行并仿真实现过）-ISOMAP algorithm, including dfun.m dijk.m isomap.m l2_distance.m etc., a learning algorithm Manifold (useful, I compile and run off Simulation)
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Size: 592896 |
Author: 辰辰 |
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Description: 这是我从网上下载到的Locally Linear Embedding(LLE)的Matlab代码，希望对研究Manifold Leanring的同事有所帮助。-This is my downloaded from the Internet to the Locally Linear Embedding (Locally ) Matlab code, and I hope to study Manifold Leanring colleagues help.
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Size: 3072 |
Author: 赵启军 |
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Description: 一个包含丰富内容的流形学习算法工具包，有图形示例文件demo.fig，包括laplacian特征映射算法、流形规则调整、svm分类算法等内容，希望对研究机器学习的朋友有用。-contains a rich content of the manifold learning algorithm tool kit, graphics documents demo.fig example, laplacian features include mapping algorithm manifold rules adjustments svm classification algorithm, want to study machine learning useful friends.
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Size: 157696 |
Author: 江泉 |
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Description: 一个由Mike Gashler完成的机器学习方面的includes neural net, naive bayesian classifier, decision tree, KNN, a genetic algorithm, and some manifold learning algorithms. -by Mike Gashler a complete machine learning includes the neur al net, naive bayesian classifier. decision tree, KNN, a genetic algorithm, manifold and some learning algorithms.
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Size: 1625088 |
Author: lyb |
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Description: 本PPT文档是关于manifoldstudy的，详细介绍了流形学习的概念，引出了几种主要的流行的主流流形学习算法，分析透彻，最学习的人很有指导意义，目前网上这些材料很少。与大家共勉-The PPT file is about the manifoldstudy, detailing the concept of manifold learning, leads to several major mainstream popular manifold learning algorithm, analysis and thorough, the most useful learning guide, very few of these materials is now online. Encourage one another with
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Size: 1971200 |
Author: 阳关 |
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Description: 流形学习 matlab开发的图形界面 集成了八个算法和十几个例子-Manifold learning matlab integrated graphical interface developed eight algorithms and more than a dozen examples
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Size: 589824 |
Author: 姜波 |
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Description: 贴一个流形学习的读书笔记在这里，是一些方法的总结，希望能对读者有用-Affixed to a manifold learning Reading Notes Here is a summary of some ways, hoping to useful to readers
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Size: 393216 |
Author: jack |
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Description: 一种半监督流形学习算法，包括相应的文章和代码。-A semi-supervised manifold learning algorithm, including the corresponding article and code.
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Size: 2422784 |
Author: 罗朝辉 |
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Description: 一种高级流形学习算法介绍，Hessian Eigenmaps，这种算法最先在这篇文章上绍，是流形学习算法的经典文章。-An advanced introduction manifold learning algorithm, Hessian Eigenmaps, this algorithm on the first article in this Shaozeng, manifold learning algorithm is a classic article.
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Size: 336896 |
Author: 罗朝辉 |
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Description: mani: MANIfold learning demonstration GUI by Todd Wittman, Department of Mathematics, University of Minnesota E-mail wittman@math.umn.edu with comments & questions.
MANI Website: httP://www.math.umn.edu/~wittman/mani/index.html
Last Modified by GUIDE v2.5 10-Apr-2005 13:28:36
Methods obtained from various authors.
(1) MDS -- Michael Lee
(2) ISOMAP -- J. Tenenbaum, de Silva, & Langford
(3) LLE -- Sam Roweis & Lawrence Saul
(4) Hessian LLE -- D. Donoho & C. Grimes
(5) Laplacian -- M. Belkin & P. Niyogi
(6) Diffusion Map -- R. Coifman & S. Lafon
(7) LTSA -- Zhenyue Zhang & Hongyuan Zha
-mani: MANIfold learning demonstration GUI by Todd Wittman, Department of Mathematics, University of Minnesota E-mail wittman@math.umn.edu with comments & questions.
MANI Website: httP://www.math.umn.edu/~wittman/mani/index.html
Last Modified by GUIDE v2.5 10-Apr-2005 13:28:36
Methods obtained from various authors.
(1) MDS-- Michael Lee
(2) ISOMAP-- J. Tenenbaum, de Silva, & Langford
(3) LLE-- Sam Roweis & Lawrence Saul
(4) Hessian LLE-- D. Donoho & C. Grimes
(5) Laplacian-- M. Belkin & P. Niyogi
(6) Diffusion Map-- R. Coifman & S. Lafon
(7) LTSA-- Zhenyue Zhang & Hongyuan Zha
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Size: 14336 |
Author: suxin |
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Description: 包含了大多数流形学习方法的代码,有PCA,ISOMAP,LLE,HLLE-Contains the majority of manifold learning code, with PCA, ISOMAP, LLE, HLLE
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Size: 14336 |
Author: gxf |
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Description: 基于matlab开发的一个简单的流形学习的工具箱，附带有使用说明-Matlab developed based on a simple manifold learning kit comes with instructions
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Size: 245760 |
Author: 喻军 |
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Description: 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
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Size: 11010048 |
Author: charles |
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Description: 很不错的流形学习算法 包含了MDS PCA ISOMAP LLE等算法-Very good manifold learning algorithm includes the MDS PCA ISOMAP LLE, such as eight kinds of algorithms
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Size: 14336 |
Author: yangdawei |
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Description: 一个Matlab环境下编写的流行学习（manifold)算法，可用于图像特征提取及行为模式提取-Matlab environment to prepare a prevalence study (manifold) algorithm, can be used for image feature extraction and pattern extraction
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Size: 14336 |
Author: wjj |
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Description: manifold learning of none linear dimensionality reduction in matlab
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Size: 1024 |
Author: naidu |
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Description: 学习流形学习算法的好课件，比较有用，希望对大家的学习有所帮助。-Manifold learning algorithms to learn a good courseware, more useful, we want to help learning.
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Size: 1970176 |
Author: 林国明 |
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Description: 流形学习是一种机器学习。所谓 Machine Learning 里的 Learning ，就是在建立一个模型之后，通过给定数据来求解模型参数。而 Manifold Learning 就是在模型里包含了对数据的流形假设。-Manifold Learning is a kind of Machine Learning.
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Size: 2048 |
Author: 肖海兵 |
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