azuremlsdk

1.10.0

Interface to the 'Azure Machine Learning' 'SDK'

0packages depend

6.1Kdownloads / year

2.0%test coverage

0/13checks pass

Overview

About

Maintained by Diondra PeckFirst published 2019-11-153 releasesCRAN page ↗GitHub ↗

Interface to the 'Azure Machine Learning' Software Development Kit ('SDK'). Data scientists can use the 'SDK' to train, deploy, automate, and manage machine learning models on the 'Azure Machine Learning' service. To learn more about 'Azure Machine Learning' visit the website: https://docs.microsoft.com/en-us/azure/machine-learning/service/overview-what-is-azure-ml.

Install

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

install.packages("azuremlsdk", 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("azure/azureml-sdk-for-r")

Development version from azure/azureml-sdk-for-r. 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-azuremlsdk

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-azuremlsdk

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

Health

CRAN checks

13NOTE

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc
NOTE r-devel-windows-x86_64
NOTE r-oldrel-macos-arm64
NOTE r-oldrel-macos-x86_64
NOTE r-oldrel-windows-x86_64
NOTE r-patched-linux-x86_64
NOTE r-release-linux-x86_64
NOTE r-release-macos-arm64
NOTE r-release-macos-x86_64
NOTE r-release-windows-x86_64

Slowest check: 3.3 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.16

2.0%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-03-10
0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 717 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 27%
Documented parameters: 100%
Return-value docs: 99%
References docs: 0%

Downloads

6.1K

CRAN downloads in the past year

Rank #10,725 · ~17/day · ~504/mo

Releases R versions

Daily download trend is not available in this view yet.

31730 days

98090 days

6.1K1 year

Compare downloads with other packages →

Also on112 r2u51 autocran

Repository

GitHub ↗ azure/azureml-sdk-for-r

105Stars

41Forks

37Open issues

5Open PRs

6Releases

376Commits

9Contributors

azuremlsdk-rrstudioazuremachine-learningcranamlcomputedsi

376 commits · Last activity 2022-09-14 · 0% stars, 30d

Stars over time

2024-12-10 · 1042026-07-07 · 105

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/azure/azureml-sdk-for-r on 2026-07-19.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

Show all practices

Governance and community (1)

Issue templates

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

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (9)

ggplot2 reticulate plyr DT rstudioapi htmltools servr shiny shinycssloaders

LinkingTo (0)

none

Suggests (8)

rmarkdown knitr testthat dplyr jsonlite foreach iteratorsutils

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (7)

Maintainer (1)

Diondra Peck

Maintainer, Author

Authors (2)

Diondra Peck

Maintainer, Author

Minna Xiao

Author

Contributors (1)

AzureML R SDK Team

Contributor · added in 1.10.0

Microsoft

Google Inc.

RStudio Inc.

The TensorFlow Authors

Funders (1)

Microsoft

Listed in earlier versions (4)

Himanshu Chandola

no longer listed · 0.5.7 to 0.6.85

Billy Hu

no longer listed · 0.5.7 to 0.6.85

Abe Omorogbe

no longer listed · 0.5.7 to 0.6.85

Heemanshu Suri

no longer listed · 0.5.7 to 0.6.85

Package Timeline

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

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
1.10.0Latest
2020-09-22 · current release · diff ↗
R
R 4.0.0 released · 2020-04-24
0.6.85
2020-02-05 · diff ↗
0.5.7
2019-11-15
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-11-15
Total releases: 3 / 7 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Download size: 598 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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