CRAN/E | tabnet

tabnet

Fit 'TabNet' Models for Classification and Regression

Installation

About

Implements the 'TabNet' model by Sercan O. Arik et al. (2019) with 'Coherent Hierarchical Multi-label Classification Networks' by Giunchiglia et al. and provides a consistent interface for fitting and creating predictions. It's also fully compatible with the 'tidymodels' ecosystem.

mlverse.github.io/tabnet/
github.com/mlverse/tabnet
Bug report File report

Key Metrics

Version 0.5.0
R ≥ 3.6
Published 2023-12-05 145 days ago
Needs compilation? no
License MIT
License File
CRAN checks tabnet results

Downloads

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Maintainer

Maintainer

Christophe Regouby

christophe.regouby@free.fr

Authors

Daniel Falbel

aut

RStudio

cph

Christophe Regouby

cre / ctb

Egill Fridgeirsson

ctb

Philipp Haarmeyer

ctb

Sven Verweij

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Hierarchical Classification
pretrain from dataset with missing-values
Interpretation tools
Self-supervised training and fine-tuning
Fitting tabnet with tidymodels

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

tabnet archive

Depends

R ≥ 3.6

Imports

torch ≥ 0.4.0
hardhat ≥ 1.3.0
magrittr
progress
rlang
methods
dplyr
tibble
tidyr
coro
vctrs
zeallot

Suggests

testthat ≥ 3.0.0
data.tree
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modeldata
recipes
rsample
parsnip
dials
withr
knitr
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tidyverse
ggplot2
purrr
stringr
tune
workflows
yardstick