Kernel-Principal-Component-Analysis-KPCA

代码说明：

说明：  KPCA算法，降维，中文名称”核主成分分析“，是对PCA算法的非线性扩展(KPCA algorithm, dimension reduction, Chinese name "kernel principal component analysis", is a nonlinear extension of PCA algorithm)

文件列表：

Kernel-Principal-Component-Analysis-KPCA\.gitattributes, 66 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\contents.m, 1758 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\data\banana.mat, 4118 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\data\circle.mat, 4983 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\data\teprocess.mat, 418823 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\demo_DR.m, 587 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\demo_DR_with_reconstruction.m, 652 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\demo_FD.m, 559 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\demo_FD_with_diagnosis.m, 1354 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\demo_kernel_function.m, 1415 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\imgs\banana(re).png, 246913 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\imgs\banana.png, 155939 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\imgs\circle(re).png, 259809 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\imgs\circle.png, 177070 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\imgs\TE_fd.png, 127149 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\imgs\TE_fd_fd.png, 99140 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\KernelPCA\Kernel.m, 5890 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\KernelPCA\KernelPCA.m, 14542 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\KernelPCA\KernelPCAFunction.m, 3790 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\KernelPCA\Visualization.m, 4870 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\README.md, 2507 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\refs\Bak_r et al_2004_Learning to find pre-images.pdf, 246940 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\refs\Deng_Tian_2011_A new fault isolation method based on unified contribution plots.pdf, 125900 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\refs\Lee et al_2004_Nonlinear process monitoring using kernel principal component analysis.pdf, 430466 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\data, 0 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\imgs, 0 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\KernelPCA, 0 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA\refs, 0 , 2020-05-18
Kernel-Principal-Component-Analysis-KPCA, 0 , 2020-05-18