This package was removed from CRAN on 2023-03-16. Its history is shown below.

Reason: issues were not corrected in time

Details below reflect version 0.8.1, its last release before removal.

kerasR

0.8.1

R Interface to the Keras Deep Learning Library

0packages depend

–downloads / year

–test coverage

–checks pass

Overview

About

Maintained by Taylor Arnold3 releasesCRAN page ↗GitHub ↗

Provides a consistent interface to the 'Keras' Deep Learning Library directly from within R. 'Keras' provides specifications for describing dense neural networks, convolution neural networks (CNN) and recurrent neural networks (RNN) running on top of either 'TensorFlow' or 'Theano'. Type conversions between Python and R are automatically handled correctly, even when the default choices would otherwise lead to errors. Includes complete R documentation and many working examples.

Install

R (source archive)pak (dev)Ubuntu (r2u)openSUSE (OBS)

url <- "https://cran.r-project.org/src/contrib/Archive/kerasR/kerasR_0.8.1.tar.gz"
pkgFile <- "kerasR_0.8.1.tar.gz"
download.file(url, pkgFile)
install.packages(pkgFile, type = "source", repos = NULL)

This package is no longer on CRAN, so install.packages() cannot fetch it by name. This downloads the last archived source (0.8.1) and builds it locally. Install its dependencies first, and note that building from source needs the usual compiler toolchain.

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

Development version from statsmaths/kerasR. 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-kerasr

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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

# 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-kerasR

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

CRAN check results are not tracked yet.

Code health

Yes

Tests · ratio 0.23

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 33% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 96%
Return-value docs: 4%
References docs: 93%

Downloads

Releases R versions

Daily download trend is not available in this view yet.

Compare downloads with other packages →

Also on62 r2u32 autocran

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (1)

reticulate

LinkingTo (0)

none

Suggests (4)

knitr rmarkdown testthat covr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

Code & Tests

Code Composition

R 4,591 (54%)Rd 3,343 (39%)Vignettes 536 (6%)

Code characteristics

Cyclomatic complexity: 2.0 median / 7 max
Test cases: 22 / 0.23 per code line
System requirements: 1 external

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

120 117 exported

Complexity

1.9 avg / 7 max

Call network

120 nodes / 178 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

Call graph

Open call graph →

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Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (2)

Maintainer (1)

Taylor Arnold

Author, Maintainer

Authors (2)

Taylor Arnold

Author, Maintainer

Andrie de Vries

Author · added in 0.8.1

Package Timeline

3 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.3.0 released · 2023-04-21
archivedRemoved from CRAN
2023-03-16
issues were not corrected in time
0.8.1
2022-08-17 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
0.6.1
2017-06-01 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.4.1
2017-03-20
R
R 3.3.0 released · 2016-05-03

Package metadata

Total releases: 3
License: LGPL-2 OSI
Minimum R: ≥ 2.10
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

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