SOPC: The Sparse Online Principal Component Estimation Algorithm

The sparse online principal component can not only process the online data set, but also obtain a sparse solution of the online data set. The philosophy of the package is described in Guo G. (2022) <doi:10.1007/s00180-022-01270-z>.

Getting started

Package details

AuthorGuangbao Guo [aut, cre], Chunjie Wei [aut], Guoqi Qian [aut]
MaintainerGuangbao Guo <ggb11111111@163.com>
LicenseMIT + file LICENSE
Version0.1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("SOPC")

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SOPC documentation built on May 31, 2023, 7:42 p.m.