搜索资源列表
simplemkl.zip
- Simple Multiple Kernel Learning (SVM) source code,Simple Multiple Kernel Learning (SVM) source code
gonen_jmlr11_code
- Multiple Kernel Learning code
Kernel-PCA
- KPCA经典程序，是KPCA的创始人写的，为学习KPCA提供了模板。-Classic KPCA procedures, is the founder of KPCA wrote, KPCA provides templates for learning.
mpi-ikl-simplemkl-1.0.tar
- This package contains an implementation of the Infinite Kernel Learning (IKL) algorithm and the SimpleMKL algorithm. This is realized by building on Coin-Ipopt-3.3.5 and Libsvm.
MultipleKernelLearning
- 多核学习的学术论文,对深入了解和学习多核的爱好者提供帮助-Multiple Kernel Learning papers
SKMsmo
- 用来实现支持向量机的多核学习的SMO 算法-smo algorithm for multiple kernel learning
Kernel-Adaptive-Filtering
- This book presents a comprehensive and unifying introduction to kernel adaptive fi ltering. Adaptive signal processing theory has been built on three pillars: the linear model, the mean square cost, and the adaptive least - square learning algo
Kernel-PCA
- 基于核方法的主成分分析matlab源代码，比较经典，推荐学习。-Method based on kernel principal component analysis matlab source code, more classic, recommended learning.
Machine-Learning-Toolkit-Examples
- labview关于机器学习的案例，来源于NI lab，有多种方法：BP、Kernel PCA、Clustering、svm等等，值得大家学习。-labview on the case of machine learning, from the NI lab, there are a number of ways: BP, the Kernel the PCA, Clustering, svm, etc., is worth learning.
grouplasso_1_0.tar
- 用于解决最小二乘问题，使用了多维核函数学习的方法-Utilizing multiple kernel learning to solve the least-square regression problem
SKMsmo
- Multiple Kernel Learning (MKL) code by F. Bach, G. Lanckriet, and M. Jordan 说明：matlab文件，原地址http://www.stat.berkeley.edu/~gobo/SKMsmo.tar已失效。-Multiple Kernel Learning (MKL) code by F. Bach, G. Lanckriet, and M. Jordan
metric-learning_survey_v2
- 关于metric learning的综述，涉及到许多的知识：SVM、kernel、SDP等-This paper surveys the field of distance metric learning from a principle perspective, and includes a broad selection of recent work. In particular, distance metric learning is reviewed under different
lib-mkl
- Multiple kernel learning is a model to merge multiple kernels by linear combination. Mostly solving the models are slow due to explicit computation of kernels. Here, we propose to approximate kernel map function explicitly in finite dimensional sp
simplemulti-kernel-svm
- 经典的多核学习工具箱，功能强大，内容全面-The classic multi-core learning toolbox, powerful, comprehensive
MKLGL
- generalized multiple kernel learning algorithm
multi_MKLGL
- multi-class multiple kernel learning algorithm
Bayesian Efficient Multiple Kernel Learning
- 基于贝叶斯核学习的文档，在分类以及判断类别方面有帮助(Based on Bayesian Nuclear Learning)
kerAlign
- 核学习中的核近似部分，还有包含通过让两个核相似，求另一个核中的参数的程序kerAlign。(kernel_learning and kernel approximation)
kernel-regression-master
- kernel方法，进行半监督学习，数据分类与识别，有标签与无标签(KERNELmethod,semi-supervised learning,classification,label unlabel)
multi-kernel-path-1.1
- 多核变换，稀疏变换，核变换自适应学习，图形图像变换(Descr iption ----------- Multi-Kernel-Path package is a Matlab program that computes the entire regularization path for multiple-kernel learning problems. More precisely, it solves any learning problem with a smooth loss