Package: gelnet 1.3.0

gelnet: Generalized Elastic Nets

Implements several extensions of the elastic net regularization scheme. These extensions include individual feature penalties for the L1 term, feature-feature penalties for the L2 term, as well as translation coefficients for the latter.

Authors:Artem Sokolov

gelnet_1.3.0.tar.gz

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gelnet_1.3.0.tar.gz(r-4.5-noble)gelnet_1.3.0.tar.gz(r-4.4-noble)
gelnet_1.3.0.tgz(r-4.4-emscripten)gelnet_1.3.0.tgz(r-4.3-emscripten)
gelnet.pdf |gelnet.html
gelnet/json (API)

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

Peer review:

Bug tracker:https://github.com/artemsokolov/gelnet/issues

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

4.51 score 3 stars 1 packages 24 scripts 172 downloads 3 mentions 21 exports 2 dependencies

Last updated 5 years agofrom:df9b372e19. Checks:OK: 1 WARNING: 5. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 02 2024
R-4.5-linux-x86_64WARNINGNov 02 2024
R-4.4-mac-x86_64WARNINGNov 02 2024
R-4.4-mac-aarch64WARNINGNov 02 2024
R-4.3-mac-x86_64WARNINGNov 02 2024
R-4.3-mac-aarch64WARNINGNov 02 2024

Exports:adj2lapladj2nlaplgel_initgelnetgelnet_blr_objgelnet_blr_optgelnet_cvgelnet_lin_objgelnet_lin_optgelnet_oclr_objgelnet_oclr_optgelnet_traingelnet.kerL1_ceilingmodel_blrmodel_linmodel_oclrperturb.gelnetrglz_L1rglz_L2rglz_nf

Dependencies:RcppRcppArmadillo