搜索资源列表
svm_toolbox
- 支持向量机工具箱,其中包含MATLAB演示程序和一些基本的函数(计算核函数的函数、支持向量机训练函数和参数选择交叉验证函数等)。-SVM Toolbox, which contains MATLAB demo programs and some of the basic functions (Calculation Kernel function, SVM training function and parameter selection cross-validation functions,
S200502106_SVM_for_classfication
- SVM用于模式识别 整理别人的代码(原来的是英文)所得: kernel.m用于内积矩阵的计算 svcplot.m用于绘图 svm168.m是主程序 testlin.m是采用线形内积函数的支持向量机应用的 文件 testrbf.m是采用RBF内积函数的支持向量机应用 的 文件 每个文件中都有说明。 仿真平台matlab7.0, 仿真全部通过 将所有文件拷贝到work目录下(注意不要直接将上层文件夹直接拷贝到work目录下,若那样操作,必须在matla
truetime-1.3
- 一个很棒的网络控制系统仿真软件,truetime工具箱包括TrueTime Computer与Truetime Network 两个接口模块。计算机模块具有灵活的实时内核,A/D和D/A转换器,网络接口和外部通道。计算机模块按照用户定义的任务执行,代码采用Matlab或C++编写。-a terrific network control system simulation software, truetime Toolbox including Computer and TrueTime True
ICAandKICA
- 这是我做的关于ICA和KICA的matlab程序,其中的算法速度很快,用ORL库做的实验-This is what I do on the ICA and the Matlab kernel procedures, which the algorithm very rapidly. ORL used to do the experiment
01-Spread-Spectrum
- matlab code audio Echo Hiding Echo Hiding - Single Echo Kernel Echo Hiding - Negative and Positive Echo Kernels Echo Hiding - Backward and Forward Echo Kernels Echo Hiding - Mirrored Echo Kernels Time Spread Echo Hiding
KCF_matlab_scale
- 核相关代码,能运行,核相关的高速追踪,这文章写的比较好,但是为啥一定要写这么多废话,下载这个的对这个会有一定了解的。(kernel correlation filter code)
matlab程序
- 混合优化核参数(Hybrid optimization of kernel parameters)
truetime-2.0
- truetime平台仿真,模拟,记得把D:\ProgramFiles\MATLAB\R2012b\toolbox\truetime\kernel文件夹下的init_truetime.m文件拷到matlab安装目录下的toolbox下local文件夹中。(truetime ,the platform for RTOS,used on Matlab)
FNN与PCA和KPCA结合
- 一种特征提取方法:结合主元分析(PCA)和核主元分析(KPCA)的前馈神经网络(FNN)(A feature extraction method: the feedforward neural network (FNN) combined with principal component analysis (PCA) and kernel principal component analysis (KPCA))
E4_6_FirIpCore
- 用vhdl语言在xilinx上用ip核实现的fir滤波器的设计(Design of FIR filter implemented with IP kernel on Xilinx in VHDL language)
FastSVDD-master
- mplementation of Fast Support Vector Data Descr iption (http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5510185), as a part of the Kernel Methods for Pattern Analysis course.
matlab-blinddeconv
- 盲去卷积,实现图像的高分辨 准确估计模糊核(a novel scale-invariant regularizer that compensates for the attenuation of high frequencies and therefore greatly stabilizes the kernel estimation process.)
TNNR_code
- 截断核范数程序,admm和apg的实现过程(Truncation of kernel norm programs, the implementation of ADMM and APG)
bilinear_interpolation
- matlab时空匹配核心子函数bilinear(Spatio-temporal matching kernel subfunction)
CS-SVM
- cs算法优化svm的惩罚参数c和核函数的参数gamma。(The CS algorithm optimizes the penalty parameter C of SVM and the parameter gamma of kernel function.)
GA_SVM
- GA优化算法优化支持向量机的惩罚参数c和核函数的gamma。(GA optimization algorithm is used to optimize the penalty parameters c and kernel function gamma of SVM.)
mtsvm
- 多分类孪生支持向量机,主体是-1 1的2分类孪生支持向量机,采用onevsone改编成多分类的孪生支持向量机(multi classification twin support vector machine, kernel code is binary-classification twin support vector machine ,constructed it as a multi classification twin support vector machine by using O
PSO-SVM
- 利用粒子群优化算法对支持向量机中的核函数参数和惩罚参数进行优化是非常有效的手段,可以大大提高鲁棒性。实际过程中读者可通过下载我上传的代码,简单进行修改和阅读附件论文即可快速掌握相关方面的知识,快速使用这一方法。(Particle swarm optimization (PSO) is a very effective method to optimize the kernel function parameters and penalty parameters of SVM, which can
KRR
- 核岭回归算法 输入数据集(需要分开存放训练集和测试集) 利用4重交叉验证法调参 最后输出分类准确率(Kernel ridge regression algorithm Input data set (training set and test set need to be stored separately) Parameter adjustment by 4-fold cross validation Final output classification accuracy)
Kernel-Sliced-Inverse-Regression-master
- 核切片逆回归用于高维问题的维度缩减,属于数据驱动方法(Rough matlab code for kernel sliced inverse regression)