Package: lassoshooting 0.1.5-1.1

Tobias Abenius

lassoshooting: L1 Regularized Regression (Lasso) Solver using the Cyclic Coordinate Descent Algorithm aka Lasso Shooting

L1 regularized regression (Lasso) solver using the Cyclic Coordinate Descent algorithm aka Lasso Shooting is fast. This implementation can choose which coefficients to penalize. It support coefficient-specific penalties and it can take X'X and X'y instead of X and y.

Authors:Tobias Abenius <[email protected]>

lassoshooting_0.1.5-1.1.tar.gz
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lassoshooting.pdf |lassoshooting.html✨
lassoshooting/json (API)

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

Peer review:

Bug tracker:https://github.com/cranhaven/cranhaven.r-universe.dev/issues

Uses libs:
  • openblas– Optimized BLAS

On CRAN:

archivedpackagesr-universe

3.00 score 5 stars 3 packages 22 scripts 369 downloads 1 mentions 2 exports 0 dependencies

Last updated 13 days agofrom:3fd1e04834 (on package/lassoshooting). Checks:OK: 7 WARNING: 2. Indexed: no.

TargetResultDate
Doc / VignettesOKOct 13 2024
R-4.5-win-x86_64WARNINGOct 13 2024
R-4.5-linux-x86_64WARNINGOct 13 2024
R-4.4-win-x86_64OKOct 13 2024
R-4.4-mac-x86_64OKOct 13 2024
R-4.4-mac-aarch64OKOct 13 2024
R-4.3-win-x86_64OKOct 13 2024
R-4.3-mac-x86_64OKOct 13 2024
R-4.3-mac-aarch64OKOct 13 2024

Exports:lassoshootingsoftthresh

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
Lasso Shootinglassoshooting
Soft Thresholdsoftthresh