搜索资源列表
libsvm
- 常用流形学习算法， 程序中也包含了多种经典的模式识别算法,如MDS、PCA。-Manifold learning algorithm, the program also contains a variety of classical pattern recognition algorithms, such as MDS, PCA.-manifold method，流形学习算法，程序中也包含了多种经典的模式识别算法,如MDS、PCA。-Manifold learning algorithm, th
ISOmap
- 流形学习，非线性降维方法ISOMAP，应用在经典的swiss roll data上，可观察到很好的映射效果-Manifold learning, ISOMAP nonlinear dimension reduction method, the application in the classic Swiss roll data, can be very good mapping effect was observed
Isomap
- Isomap是一种非线性降维方法。又是一种广泛使用的低维嵌入的方法。[ 1 ] Isomap用于计算准等距，低维嵌入的一组高维数据点。该算法提供了一个简单的方法，用于估计基于一个粗略的估计，每个数据点的邻居流形上的数据流形的内在几何。Isomap是高效和一般适用于范围广泛的数据源和维度。-Isomap is a Nonlinear dimensionality reduction method. And is also one of several widely used low-dimensi
HLLE
- 一种流形学习算法，HLLE 一种流形学习算法，HLLE-A kind of manifold learning algorithm, HLLE
LTSA
- 一种用于非线性降维的流形学习算法，主要是先考虑用每一点处的局部切空间表示该点处的几何特征，然后都局部切空间进行排列-A manifold learning algorithm for nonlinear dimension reduction, mainly consider to use every bit of the local tangent space representation of geometric feature at that point, then the local t
lle
- 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 I downloaded from the Internet to the Locally Linear Embedding (LLE) of Matlab code, and hope to the study of Manifold Leanring colleagues help
pca
- 可以很好的实现流形学习算法中的线性降维算法PCA数据降维。-Can well realize the manifold learning algorithm of linear dimension reduction algorithm of PCA data dimension reduction.
Sparse-Embedding
- 该代码matlab所编写，实现稀疏流形子空间嵌入，可直接运行，对稀疏编码的相关学习有帮肋-The code is written matlab realize sparse subspace manifold embedding, can be run directly on the sparse coding related learning help rib
Manifold_learning_algorithms
- Manifold learning algorithms，即流形学习算法，这是一种较新的学习算法，用于对问题的优化分析。-Manifold learning algorithms, namely manifold learning algorithm, which is a relatively new learning algorithm for optimal analysis of the problem.
ManifoldLearn.tar
- 流形学习的matlab集成代码，包括经典的LLE等算法-manifold learning for matlab
code
- 数据降维与流形学习，方便初始学者学习数据降维方法和流形学习。-Data dimension reduction and manifold learning
lle
- 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
lms
- LMS测相算法仿真（直线阵），通过算法产生阵列流型矩阵并进行相关分析,加噪-LMS algorithm simulation test phase (linear array), generated by an algorithm array manifold matrix and correlation analysis, noise
MASSIVE-MIMO
- 本论文根据最小均方根误差准则（MMSE）,提出一种非正交设计导频的方法，这种方法在MASSIVE MIMO中非常有效。-In this letter, the error variance of the Minimal Mean-Square Error (MMSE) channel estimator is analyzed, and its analytic formula is given. Based on the analytic formula, a designing
Saliency-Detection-via-Graph-Based
- Saliency Detection via Graph-Based Manifold Ranking文章的代码，采用流形排序的方法的显著性检测-The code is for paper Saliency Detection via Graph-Based Manifold Ranking by Chuan Yang, Lihe Zhang, Huchuan Lu, Ming-Hsuan Yang, and Xiang Ruan
Isomap
- ISOMAP(Isometric Feature Mapping，等度规特征映射)算法在高维非线性数据处理中有较为理想的效果，建立在MDS (Multi-Dimensional Scaling，多维尺度变换)的基础上，其基本思想是当数据集的分布具有低维嵌入流形结构时，可以通过保距映射获得观测空间数据集在低维空间的表示。-ISOMAP (Isometric Feature Mapping, and other metric feature mapping) algorithm can get mo
EMR
- Efficient Manifold Ranking
2015B
- 2015数学建模B题，包括了人工智能很多知识，有谱聚类，多流形学习，人脸识别，以及稀疏子空间聚类。其中的英文参考文献很有价值。-2015 mathematical modeling of B problems, including the artificial intelligence of a lot of knowledge, a spectral clustering, manifold learning, face recognition, as well as sparse subsp
mani
- 一个流形学习的GUI，可以直接运行，里面包含八种流形学习算法-MANIfold learning demonstration GUI by Todd Wittman, Department of Mathematics, University of Minnesota
MCM_3C
- 2015研究生数学建模大赛B组第三小题，利用谱多流形聚类写的人脸聚类算法-2015 graduate mathematical modeling contest B group third questions, using multi spectral clustering algorithm of face manifold clustering to write