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CRAN: Package tabnet

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 + file LICENSE 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: Linking:

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