R Observatory: Metrics for kerasnip version 0.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

kerasnip

0.2.0Package record

A Bridge Between 'keras' and 'tidymodels'

0packages depend

3.7Kdownloads / year

94.1%test coverage

13/13flavors OK

Overview

About

Maintained by David DíazCRAN page ↗GitHub ↗Website ↗Issues ↗

Provides a seamless bridge between 'keras' and the 'tidymodels' frameworks. It allows for the dynamic creation of 'parsnip' model specifications for 'keras' models.

Install

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

install.packages("kerasnip", 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("davidrsch/kerasnip")

Development version from davidrsch/kerasnip. 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-kerasnip

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-kerasnip

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-kerasnip

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: 4.0 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.0

READMEYes · 159 wordsVignettesYes · 12 · staticNEWS· In the repository, left out of the releaseCitation fileNoWebsiteYes · pkgdown

Help pages: 56 (35 internal)
Examples that run: 21%4 run in a plain check (1 of them under a condition) · 12 only when donttest examples are enabled (R CMD check --as-cran) · 3 never run
Exported functions with examples: 54%
Documented parameters: 100%
Return-value docs: 97%
Help pages citing references: 0%

Vignettes (12)

Show 2 moreHide 2 vignettes

How these are measured

Downloads

3.7K

CRAN downloads in the past year

Rank #8,182 · ~10/day · ~307/mo

Releases R versions

Daily download trend is not available in this view yet.

33830 days

1.1K90 days

3.7K1 year

Compare downloads with other packages →

Also on100 r2u4 autocran

How downloads are counted

Repository

davidrsch/kerasnip ↗Account: davidrsch

12Stars

0Forks

1Open issues

0Open PRs

7Releases

382Commits

1Commit identities

kerasparsniptidymodelsdeep-learningrdeep-learning-workflow

382 commits · Last activity 2026-09-03 · 0% stars, 30d · Default branch at 0.2.0.9000, ahead of CRAN 0.2.0 (checked 2026-10-11) · Discussions: 1 post

Responsiveness

How these are sampled

PRs merged (all time): 94%
Median days to close, 50 most recently updated closed issues: 0
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-10-01 · 82026-09-06 · 12

How these are measured

PracticesBeta

15 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/davidrsch/kerasnip on 2026-10-11.

Continuous integration (2)

GitHub ActionsR CMD check workflow

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

Governance and community (5)

Code of conductContributing guideIssue templatesCODEOWNERSSupport guide

Docs source (3)

pkgdown

GitHub Pages site last deployed 2026-09-03 · The repository has a site deploy workflow

pkgdown site last built 2026-09-03

Coverage (1)

Coverage reporting

Show all practicesHide 2 practices

Lint, format, editor (3)

Lint workflowAirVS Code

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

32 external dependencies (excludes base and recommended)

Installing kerasnip adds 81 packages (39 with compiled code, 56 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 4.1.0

Imports (12)

abind generics parsnip rlang keras3 tibble purrr dplyr cli recipes reticulate lobstr

LinkingTo (0)

none

Suggests (21)

testthat bundle butcher modeldata tidymodels finetune tune dials workflows rsample stacks knitr lme4 rmarkdown future ggplot2mgcvprobably tailor hardhat tidyr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (1)

David Díaz

Releases (5)

Pick two releases to compare their code metrics.

0.2.0Latest
record
2026-09-03 · current release · diff ↗ ·
added 10 exports
kerasnip_add_tailor, kerasnip_output_view, kerasnip_step_truth, kerasnip_step_view, laplace_conf_int_cls, laplace_conf_int_reg, laplace_pred_int_cls, laplace_pred_int_reg, step_lead, step_sequence
0.1.2
record
2026-05-03 · diff ↗
R
R 4.6.0 released · 2026-04-24
0.1.0
record
2025-12-06 · diff ↗
0.0.3
record
2025-09-18 · diff ↗ ·
added 1 export
model_exists
0.0.1
record
2025-09-03
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-09-03
Total releases: 5 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 1.0 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("kerasnip")

Format

Díaz, D. (2026). kerasnip: A Bridge Between 'keras' and 'tidymodels' (Version 0.2.0) [Computer software]. https://doi.org/10.32614/CRAN.package.kerasnip

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 kerasnip version 0.2.0 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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