matlabpca源码下载-AC-PCA:同时执行尺寸缩小和调整以混淆变化

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  • 2022-06-14 01:59
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matlab pca源码下载AC-PCA AC-PCA同时执行尺寸减小和调整以消除变化。 如果您在发表的研究中使用AC-PCA,请引用:Z. Lin,C. Yang,Y. Zhu,JC Duchi,Y. Fu,Y. Wang,B. Jiang,M. Zamanighomi,X. Xu,M. Li,N. Sestan,H. Zhao,WH WH:AC-PCA:同时进行尺寸缩减和调整,以混淆bioRxiv变异, R包:确保您具有最新的R版本 A)要安装R软件包: 在R / Rstudio中,键入install.packages(“ RSpectra”)以安装软件包“ RSpectra”; 在“ linzx06 / AC-PCA / R_package /”中下载“ acPCA_version_number.tar.gz”; 在R / Rstudio中,键入install.packages(“ acPCA_version_number.tar.gz”,repos = NULL,键入=“ source”) B)R软件包的用户指南,“ linzx06 / AC-PCA / R_user_guid
AC-PCA-master.zip
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# AC-PCA AC-PCA simultaneously performs dimension reduction and adjustment for confounding variation. If you use AC-PCA in published research, please cite: Z. Lin, C. Yang, Y. Zhu, J. C. Duchi, Y. Fu, Y. Wang, B. Jiang, M. Zamanighomi, X. Xu, M. Li, N. Sestan, H. Zhao, W. H. Wong: AC-PCA: simultaneous dimension reduction and adjustment for confounding variation bioRxiv, http://dx.doi.org/10.1101/040485 R package: make sure you have the latest R version A) To install the R package: 1. In R/Rstudio, type install.packages("RSpectra") to install the package "RSpectra"; 2. Download 'acPCA_version_number.tar.gz' in "linzx06/AC-PCA/R_package/"; 3. In R/Rstudio, type install.packages("acPCA_version_number.tar.gz", repos = NULL, type="source") B) User's guide for the R package, "linzx06/AC-PCA/R_user_guide.pdf" C) The data examples ('.rda') are wrapped in "acPCA_version_number.tar.gz". In case you just want to download the data, it's in "linzx06/AC-PCA/R_package/acPCA/data/" Matlab source code A) Functions ('.m') are in "linzx06/AC-PCA/Matlab_code/" B) The data examples ('.mat') are also in "linzx06/AC-PCA/Matlab_code/". These are the same examples as in the R package. C) 'data_description.m' in "linzx06/AC-PCA/Matlab_code/" provides decription for the data examples. D) 'examples_implementation.m' in "linzx06/AC-PCA/Matlab_code/" provides examples for running the functions. F) The matlab functions match one to one with the R functions. "linzx06/AC-PCA/R_user_guide.pdf" is also instructive.
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