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:	0.6.0
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:	knitr, modeldata, patchwork, recipes, rmarkdown, rsample, spelling, testthat (≥ 3.0.0), tidymodels, tidyverse, vip, visdat, workflows, yardstick
Published:	2024-06-15
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:

Reference manual:	tabnet.pdf
Vignettes:	Hierarchical Classification Training a Tabnet model from missing-values dataset Interpretation tools Self-supervised training and fine-tuning Fitting tabnet with tidymodels

Downloads:

Package source:	tabnet_0.6.0.tar.gz
Windows binaries:	r-devel: tabnet_0.6.0.zip, r-release: tabnet_0.6.0.zip, r-oldrel: tabnet_0.6.0.zip
macOS binaries:	r-release (arm64): tabnet_0.6.0.tgz, r-oldrel (arm64): tabnet_0.5.0.tgz, r-release (x86_64): tabnet_0.6.0.tgz, r-oldrel (x86_64): tabnet_0.5.0.tgz
Old sources:	tabnet archive

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