CRAN/E | SOPC

SOPC

The Sparse Online Principal Component Estimation Algorithm

Installation

About

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.

Key Metrics

Version 0.1.0
R ≥ 4.1.0
Published 2023-05-07 403 days ago
Needs compilation? no
License MIT
License File
CRAN checks SOPC results

Downloads

Yesterday 6
Last 7 days 19 -64%
Last 30 days 192 -27%
Last 90 days 644 -20%
Last 365 days 3.019 +4%

Maintainer

Maintainer

Guangbao Guo

Authors

Guangbao Guo

aut / cre

Chunjie Wei

aut

Guoqi Qian

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

SOPC archive

Depends

R ≥ 4.1.0

Imports

elasticnet
magrittr
stats

Suggests

testthat ≥ 3.0.0