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DESCRIPTION
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Package: tabnet
Title: Fit 'TabNet' Models for Classification and Regression
Version: 0.6.0.9000
Authors@R: c(
person("Daniel", "Falbel", , "[email protected]", role = "aut"),
person(, "RStudio", role = "cph"),
person("Christophe", "Regouby", , "[email protected]", role = c("cre", "ctb")),
person("Egill", "Fridgeirsson", role = "ctb"),
person("Philipp", "Haarmeyer", role = "ctb"),
person("Sven", "Verweij", role = "ctb",
comment = c(ORCID = "0000-0002-5573-3952"))
)
Description: 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.
License: MIT + file LICENSE
URL: https://mlverse.github.io/tabnet/, https://github.com/mlverse/tabnet
BugReports: https://github.com/mlverse/tabnet/issues
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
VignetteBuilder:
knitr
Config/testthat/edition: 3
Config/testthat/parallel: false
Config/testthat/start-first: interface, explain, params
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Language: en-US