R Observatory: Metrics for tabnet version 0.9.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tabnet

0.9.1Package record

Fit 'TabNet' Models for Classification and Regression

0packages dependsuggested by 2

32.4Kdownloads / year

0.0%test coverage

13/13flavors OK

Overview

About

Maintained by Christophe RegoubyCRAN page ↗GitHub ↗Website ↗Issues ↗

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.

Changes in 0.9.1

{vip} is now distributed from r-universe.

From NEWS.md in the release

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("tabnet", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("mlverse/tabnet")

Development version from mlverse/tabnet. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-tabnet

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-tabnet

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-tabnet

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 5.9 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-05-10

Show 2 earlier changesHide 2 earlier changes

WARNING12 OK, 1 WARNING2026-05-09
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.9.1

READMEYes · 628 wordsVignettesYes · 6 · dynamicNEWSYes · 100% structured · mentions 0.9.1Citation fileNoWebsiteYes · pkgdown

Help pages: 26 (3 internal)
Examples that run: 65%11 run in a plain check (10 of them under a condition) · 6 never run
Exported functions with examples: 63%
Documented parameters: 100%
Return-value docs: 72%
Help pages citing references: 0%

Vignettes (6)

How these are measured

Downloads

32.4K

CRAN downloads in the past year

Rank #2,452 · ~89/day · ~2.7K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.2K30 days

6.5K90 days

32.4K1 year

Compare downloads with other packages →

Also on123 r2u6 autocran

How downloads are counted

Repository

mlverse/tabnet ↗Organization: mlverse

119Stars

16Forks

17Open issues

0Open PRs

11Releases

510Commits

11Commit identities

tabnet

510 commits · Last activity 2026-07-23 · 0% stars, 30d · Default branch at 0.9.1.9000, ahead of CRAN 0.9.1 (checked 2026-10-18)

Responsiveness

How these are sampled

PRs merged (all time): 89%
Median days to close, 50 most recently updated closed issues: 24
Median days to close, 50 most recently updated closed PRs: 2

Stars over time

2025-09-06 · 1132026-09-11 · 119

How these are measured

PracticesBeta

8 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/mlverse/tabnet on 2026-10-18.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux and Windows, and on R-devel

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-07-23 · The repository has a site deploy workflow

Coverage (1)

Coverage reporting

CRAN release process (1)

cran-comments.md

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

37 external dependencies (excludes base and recommended)

Installing tabnet adds 108 packages (50 with compiled code, 77 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 3.6

Imports (23)

coro data.tree dials dplyr generics ggplot2 hardhat (>= 1.3.0)magrittrmethodsparsnip progress purrr rlangstatsstringr tibble tidyr torch tuneutilsvctrs withr zeallot

LinkingTo (0)

none

Suggests (17)

cli knitr modeldata patchwork quarto recipes rmarkdown rsample spelling testthat tidymodels tidyverse vip visdat workflows xgboost yardstick

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 2

Suggests, most downloaded first

butcher rtemis

How these are counted

Code & Tests

People & History

People (6)

Christophe Regouby

Maintainer since 0.4.0 (2023), Contributor · added in 0.2.0

Daniel Falbel

Author

Egill Fridgeirsson

Contributor · added in 0.4.0

Philipp Haarmeyer

Contributor · added in 0.4.0

Sven Verweij

Contributor · added in 0.5.0

RStudio

Copyright holder

Previously maintained by Daniel Falbel (0.1.0 to 0.3.0).

Releases (10)

Pick two releases to compare their code metrics.

0.9.1Latest
record
2026-07-22 · current release · diff ↗
0.9.0
record
2026-06-12 · diff ↗ ·
added 5 exports
augment, build_ancestor_matrix_from_outcomes, nn_mc_loss, nnf_mc_loss, nnf_multilabel_one_hot
R
R 4.6.0 released · 2026-04-24
0.8.0
record
2026-01-31 · diff ↗ ·
added 5 exports
entmax, entmax15, nn_aum_loss, sparsemax, sparsemax15
unarchivedReturned to CRAN
2025-04-17
0.7.0
record
2025-04-17 · diff ↗ ·
removed 2 exports
nn_prune_head.tabnet_fit, nn_prune_head.tabnet_pretrain

added 13 exports
cat_emb_dim, checkpoint_epochs, drop_last, encoder_activation, lr_scheduler, mlp_activation, mlp_hidden_multiplier, num_independent_decoder, num_shared_decoder, optimizer, penalty, verbose, virtual_batch_size
R
R 4.5.0 released · 2025-04-11
archivedRemoved from CRAN
2025-04-01
issues were not corrected in time
0.6.0
record
2024-06-15 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.5.0
record
2023-12-05 · diff ↗ ·
added 2 exports
check_compliant_node, node_to_df
0.4.0
record
2023-05-11 · diff ↗ ·
added 3 exports
nn_prune_head.tabnet_fit, nn_prune_head.tabnet_pretrain, tabnet_nn
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.3.0
record
2021-10-11 · diff ↗
0.2.0
record
2021-06-23 · diff ↗ ·
added 3 exports
mask_type, momentum, tabnet_pretrain

Show 3 earlier eventsHide 3 earlier events

R
R 4.1.0 released · 2021-05-18
0.1.0
record
2021-01-14
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-01-14
Total releases: 10 / 5 yrs
License: MIT + file LICENSE OSI
Additional repositories: bgreenwell.r-universe.dev
Minimum R: ≥ 3.6
Download size: 6.2 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("tabnet")

Format

Regouby, C., Falbel, D., Fridgeirsson, E., Haarmeyer, P., RStudio, , & Verweij, S. (2026). tabnet: Fit 'TabNet' Models for Classification and Regression (Version 0.9.1) [Computer software]. https://doi.org/10.32614/CRAN.package.tabnet

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for tabnet version 0.9.1 [Data set]. HJJB, LLC. Data release v2026-10-20. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-20, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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