tabnet: Fit 'TabNet' Models for Classification and Regression
Implements the 'TabNet' model by Sercan O. Arik et al. (2019) <doi:10.48550/arXiv.1908.07442> with 'Coherent Hierarchical Multi-label Classification Networks' by Giunchiglia et al. <doi:10.48550/arXiv.2010.10151> and provides a consistent interface for fitting and creating predictions. It's also fully compatible with the 'tidymodels' ecosystem.
| Version: | 0.7.0 |
| Depends: | R (≥ 3.6) |
| Imports: | coro,data.tree,dials,dplyr,ggplot2,hardhat (≥ 1.3.0),magrittr,Matrix, methods,parsnip,progress,purrr,rlang, stats,stringr,tibble,tidyr,torch (≥ 0.4.0),tune, utils,vctrs,withr,zeallot |
| Suggests: | cli,knitr,modeldata,patchwork,recipes,rmarkdown,rsample,spelling,testthat (≥ 3.0.0),tidymodels,tidyverse,vip,visdat,workflows,yardstick |
| Published: | 2025-04-17 |
| DOI: | 10.32614/CRAN.package.tabnet |
| Author: | Daniel Falbel [aut], RStudio [cph], Christophe Regouby [cre, ctb], Egill Fridgeirsson [ctb], Philipp Haarmeyer [ctb], Sven Verweij [ctb] |
| Maintainer: | Christophe Regouby <christophe.regouby at free.fr> |
| BugReports: | https://github.com/mlverse/tabnet/issues |
| License: | MIT + fileLICENSE |
| URL: | https://mlverse.github.io/tabnet/,https://github.com/mlverse/tabnet |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README,NEWS |
| CRAN checks: | tabnet results |
Documentation:
Downloads:
| Package source: | tabnet_0.7.0.tar.gz |
| Windows binaries: | r-devel:tabnet_0.7.0.zip, r-release:tabnet_0.7.0.zip, r-oldrel:tabnet_0.7.0.zip |
| macOS binaries: | r-release (arm64):tabnet_0.7.0.tgz, r-oldrel (arm64):tabnet_0.7.0.tgz, r-release (x86_64):tabnet_0.7.0.tgz, r-oldrel (x86_64):tabnet_0.7.0.tgz |
| Old sources: | tabnet archive |
Reverse dependencies:
| Reverse suggests: | butcher |
Linking:
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