R Observatory: Metrics for paws.machine.learning version 0.10.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

paws.machine.learning

0.10.0

'Amazon Web Services' Machine Learning Services

3packages depend

60.8Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Dyfan JonesFirst published 2019-05-0920 releasesCRAN page ↗GitHub ↗

Interface to 'Amazon Web Services' machine learning services, including 'SageMaker' managed machine learning service, natural language processing, speech recognition, translation, and more https://aws.amazon.com/machine-learning/.

Install

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

install.packages("paws.machine.learning", 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("paws-r/paws")

Development version from paws-r/paws. 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-paws.machine.learning

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

# 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-paws.machine.learning

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-paws.machine.learning

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

Health

CRAN checks

13OK

Slowest check: 16.4 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.02

0.0%

Coverage · measured lines

100%

Documentation · exports

1

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-07
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 1 earlier snapshots

NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 0%
Documented parameters: 100%
Return-value docs: 97%
References docs: 0%

Downloads

60.8K

CRAN downloads in the past year

Rank #2,103 · ~167/day · ~5.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.3K30 days

9.9K90 days

60.8K1 year

Compare downloads with other packages →

Also on1.9K r2u17 autocran3.7K conda_forge72 c2d4u

Repository

GitHub ↗ paws-r/paws

345Stars

41Forks

47Open issues

3Open PRs

72Releases

2,045Commits

22Contributors

raws-sdkaws

2,045 commits · Last activity 2026-06-17 · 0% stars, 30d

Stars over time

2025-08-03 · 3392026-08-04 · 345

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/paws-r/paws on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

Makefile

Lint, format, editor (1)

Air

Git structural (1)

Submodules

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

2 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (1)

paws.common

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

5indirect

paws smdocker vetiver

Code & Tests

People & History

People (4)

Maintainer (1)

Dyfan Jones

Maintainer · added in 0.2.0

Authors (2)

Adam Banker

Author

David Kretch

Author

Copyright holders (1)

Amazon.com, Inc.

Copyright holder

Package Timeline

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

0.10.0Latest
2026-05-31 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.9.0
2025-03-15 · diff ↗
0.8.0
2025-02-08 · diff ↗
0.7.0
2024-09-12 · diff ↗
0.6.0
2024-05-10 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.5.0
2024-01-09 · diff ↗
0.4.0
2023-09-11 · diff ↗
0.3.0
2023-06-22 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.2.0
2023-02-08 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.1.12
2021-08-23 · diff ↗
R
R 4.1.0 released · 2021-05-18

Show 12 earlier events

0.1.11
2021-03-07 · diff ↗
0.1.10
2021-01-17 · diff ↗
0.1.9
2020-08-03 · diff ↗
0.1.8
2020-04-26 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.1.7
2020-03-29 · diff ↗
0.1.6
2020-01-14 · diff ↗
0.1.5
2019-10-20 · diff ↗
0.1.4
2019-08-21 · diff ↗
0.1.3
2019-07-28 · diff ↗
0.1.0
2019-05-09
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-05-09
Total releases: 20 / 7 yrs
License: Apache License (>= 2.0)
Download size: 1.3 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("paws.machine.learning")

Format

Jones, D., Amazon.com, Inc., Banker, A., & Kretch, D. (2026). paws.machine.learning: 'Amazon Web Services' Machine Learning Services (Version 0.10.0) [Computer software]. https://doi.org/10.32614/CRAN.package.paws.machine.learning

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 paws.machine.learning version 0.10.0 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →