Package: L0cpt 0.2.0

L0cpt: Change Point Detection with L0 Penalty

Under an L0 penalty framework, a computationally efficient implementation of change point detection is developed. By integrating active set algorithms with warm start initialization, the package achieves linear-time complexity for solving change point detection problems. References: Wen et al. (2020) <doi:10.18637/jss.v094.i04>; Zhu et al. (2020)<doi:10.1073/pnas.2014241117>.

Authors:Tianhao Wang [aut, cre]

L0cpt_0.2.0.tar.gz
L0cpt_0.2.0.zip(r-4.7)L0cpt_0.2.0.zip(r-4.6)L0cpt_0.2.0.zip(r-4.5)
L0cpt_0.2.0.tgz(r-4.6-any)L0cpt_0.2.0.tgz(r-4.5-any)
L0cpt_0.2.0.tar.gz(r-4.7-any)L0cpt_0.2.0.tar.gz(r-4.6-any)
L0cpt_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
L0cpt/json (API)

# Install 'L0cpt' in R:
install.packages('L0cpt', repos = c('https://thaowang.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 165 downloads 3 exports 17 dependencies

Last updated from:4420d59837. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK123
source / vignettesOK164
linux-release-x86_64OK100
macos-release-arm64OK138
macos-oldrel-arm64OK131
windows-develOK70
windows-releaseOK87
windows-oldrelOK81
wasm-releaseOK95

Exports:L0cpt.fixL0cpt.optSimuBlocks

Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleR6RColorBrewerrlangS7scalesvctrsviridisLitewithr