R Observatory: Metrics for autokeras version 1.0.12

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

autokeras

1.0.12Package record

R Interface to 'AutoKeras'

0packages depend

3.9Kdownloads / year

0.0%test coverage

13/13flavors OK

Overview

About

Maintained by Juan Cruz RodriguezCRAN page ↗GitHub ↗Issues ↗

R Interface to 'AutoKeras' https://autokeras.com/. 'AutoKeras' is an open source software library for Automated Machine Learning (AutoML). The ultimate goal of AutoML is to provide easily accessible deep learning tools to domain experts with limited data science or machine learning background. 'AutoKeras' provides functions to automatically search for architecture and hyperparameters of deep learning models.

Install

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

install.packages("autokeras", 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("r-tensorflow/autokeras")

Development version from r-tensorflow/autokeras. 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-autokeras

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-autokeras

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-autokeras

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: 3.0 min · r-release-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09

Show 3 earlier changesHide 3 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK12 OK2026-04-25
NOTE11 OK, 3 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.12

READMEYes · 166 wordsVignettesNoNEWSNoCitation fileNo

Help pages: 13includes a package overview page
Examples that run: 0%11 never run
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

3.9K

CRAN downloads in the past year

Rank #11,229 · ~11/day · ~324/mo

Releases R versions

Daily download trend is not available in this view yet.

29530 days

95490 days

3.9K1 year

Compare downloads with other packages →

Also on95 r2u13 autocran

How downloads are counted

Repository

r-tensorflow/autokeras ↗Organization: r-tensorflow

74Stars

15Forks

2Open issues

3Open PRs

1Releases

147Commits

3Commit identities

kerastensorflowdeep-learningautomlmachine-learningautomatic-machine-learningautodlr

147 commits · Last activity 2021-01-16 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 88
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2023-05-24 · 732026-07-07 · 74

How these are measured

PracticesBeta

6 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/r-tensorflow/autokeras on 2026-10-21.

Continuous integration (1)

Travis CI (config file)

Docs source (2)

README.Rmd

GitHub Pages site last deployed 2021-01-16

Coverage (1)

Coverage reporting (Codecov)

Lint, format, editor (1)

RStudio project

Show all practicesHide 1 practice

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Installing autokeras adds 31 packages (17 with compiled code, 14 MB of source tarballs). Heaviest: keras 3.4 MB, tfruns 1.9 MB, Rcpp 1.8 MB.

Depends (1)

R >= 3.1

Imports (4)

kerasmethodsreticulatestats

LinkingTo (0)

none

Suggests (2)

testthat covr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Juan Cruz Rodriguez

Author, Maintainer since 1.0.1 (2020)

Data Analytics at Texas A&M (DATA) Lab

Copyright holder

Releases (2)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.0.12Latest
record
2021-01-17 · current release · diff ↗ ·
removed 2 exports
load_model, save_model
R
R 4.0.0 released · 2020-04-24
1.0.1
record
2020-02-20
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2020-02-20
Total releases: 2 / 6 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.1
Download size: 17 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("autokeras")

Format

Rodriguez, J. C., & Data Analytics at Texas A&M (DATA) Lab, . (2021). autokeras: R Interface to 'AutoKeras' (Version 1.0.12) [Computer software]. https://doi.org/10.32614/CRAN.package.autokeras

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 autokeras version 1.0.12 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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