搜索资源列表
mani
- 流行学习的matlab代码，图形界面，操作简单，有说明。
manifold
- 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
SubspaceLearningCodes
- 子空间学习的代码，主要包括人脸识别中常用的特征提取算法如pca lda 以及目前常见的流行学习的相关代码-Subspace learning the code, mainly including commonly used in face recognition feature extraction algorithms such as pca lda and the current prevalence of common learning-related code
ada_2.0-1
- Adaboost，一种很流行的机器学习算法。用matlab实现的。-Adaboost, a very popular machine learning algorithm. Achieved using matlab.
Isomap
- 这个程序对于学习流行学习算法的朋友很有借鉴意义，在matlab上能够运行。-This procedure popular learning algorithm for learning a friend of referential significance, in the matlab able to run.
LLE
- 此算法是著名的流行学习算法，可以用于数据特征的提取，维数约减等操作。-This algorithm is a famous and usefule algorithm for extrating the fature or reducing the dimension.
LLE
- 流行学习英文文献，主要是局部线性嵌入方法的改进-Pop learning English literature, mainly locally linear embedding Improvement
mani3
- 各种流行学习算法的执行程序，有界面，功能强大-The implementation of a variety of popular learning algorithm procedures, interface and powerful
laplacian_eigen
- 拉普拉斯特征映射，采用热核构造权重，是一种基于流行学习的非线性降维技术，可用于图像分割提高聚类的性能-Laplacian Eigenmap is a kind of nonlinear dimensionality reduction technique which based on manifold study, it choose the weights W using the heat kernel and it can be used for image segmentation to
LGE
- 线性图嵌入方法，该方法是一种基于图框架的子空间学习方法，被用于LPP,NPE等流行学习方法中。-(Regularized) Linear Graph Embedding (Provides a general framework for graph based subspace learning. This function will be called by LPP, NPE, IsoProjection, LSDA, MMP ...)
NPE
- 流行学习的一种：邻域保持投影，该方法是局部线性嵌入的线性拓展，较好的保持了数据的局部线性结构-Neighborhood Preserving Embedding (You need to download LGE.m)
LLE
- 流行学习法代码，非常好用~~~赶快下载吧-The code of manifold learning ,very useful~~
Space-Reconstruction
- 流行学习法中要用的相空间重构，非常好用，谢谢使用-Space reconstruction in the method of manifold learning
KLPP
- 这是一个kernel lpp流行学习算法（Kernel Locality Preserving Projections），-Kernel Locality Preserving Projections for manifold usingmatlab
drtoolbox-version-0.8b
- 最新的流行学习降维工具箱，并且附上安装说明version 0.8b (18-April-2012)-the newest drtoolboxversion 0.8b (18-April-2012)and install readme
Popular-learn
- 流行学习简单的matlab程序，非常全面，并且带有原始实验数据。可作为例子直接调用。-Popular learn simple matlab program, very comprehensive, and with the original experimental data. Can be called directly as an example.
IsomapR1
- 2000年SCI上发表的两片开创性的流行学习文章的仿真代码。-2000 SCI published two seminal study popular articles simulation code.
mani-isomap
- 流行学习isomap（有标注，便于更好理解等距映射方法在高维数据降维过程的实现）-Popular learning isomap (have annotations, facilitate better understanding isometric mapping method in the implementation of the high-dimensional data dimension reduction)
机器学习实战.pdf
- 一本适合机器学习入门的书籍，包含大量流行的机器学习算法和python实现(A book suitable for machine learning, including a large number of popular machine learning algorithms and python implementation)
最全的流行学习算法
- 流形学习算法最全的流形学习算法MATLABgui程序(Manifold Learning Algorithms with the Fulest Manifold Learning Algorithms)