搜索资源列表
LearningPatternClassificationASurvey
- 模式识别学习综述.该论文的英文参考文献为303篇.很有可读价值.Abstract— Classical and recent results in statistical pattern recognition and learning theory are reviewed in a two-class pattern classification setting. This basic model best illustrates intuition and analysis t
svm_v0.55beta
- 最新的支持向量机工具箱，有了它会很方便 1. Find time to write a proper list of things to do! 2. Documentation. 3. Support Vector Regression. 4. Automated model selection. REFERENCES ========== [1] V.N. Vapnik, \"The Nature of Statistical Learning Theory\", Springer-Verl
Advances_in_kernel_methods
- 这本书的内容基本摘自NIPS会议上的文章，质量高内容也很有深度，是一本经典的svm参考书。-the book with the name "advances in kernel methods",it is a classic book about kernel methods and svm.
R-KDDA
- 核直接线性判别方法:图像及高维复杂数据模式识别的利器！内有方法开发的相关文档说明！经典！-The matlab functions implement the methods presented in the paper [TNN_KDDA02.pdf] Juwei Lu, K.N. Plataniotis, and A.N. Venetsanopoulos, "Face Recognition Using Kernel Direct Discriminant Anal
libORF-master
- 针对各种机器学习，深度学习领域的一个matlab工具包-A machine learning library focused on deep learning.Following algorithms and models are provided along with some static utility classes: - Naive Bayes, Linear Regression, Logistic Regression, Softmax Regression, Linear S
SSELM-and-USELM
- 半监督核无监督极限学习机，用于半监督核无监督学习，比传统方法速度略快，且可以直接应用多分类问题-A semi-supervised nuclear unsupervised extreme learning machine, used for a semi-supervised kernel unsupervised learning, slightly faster than the traditional methods, and can direct application classif
KMBOX-0.9
- Kernel Methods Toolbox a MATLAB toolbox for nonlinear signal processing and machine learning
SMO_linnerTEST
- SMO算法实现线性分类，别的方法修改核函数即可 亲测有效-SMO algorithm for linear classification, other methods to modify the kernel Effective pro-test
Shark-3.0.0
- SHARK是一种快速、模块化、功能丰富的开源C++机器学习库。它提供了线性和非线性优化的方法，基于内核的学习算法，神经网络，和其他各种机器学习技术（见下面的特征列表）。它作为一个强大的工具箱，已经在现实世界有很多应用和研究。SHARK依赖于Boost和 cmake。它兼容Windows，Solaris，MacOS X和Linux。根据GNU通用公共许可证授权许可。-SHARK is a fast, modular, feature-rich open-source C++ machine lea
Kernel-Methods
- 模式分析Mode analysis的核方法书中的源代码-Mode analysis of the nuclear method source code