bayesian

1.0.1

Bindings for Bayesian TidyModels

0packages depend

9.5Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Hamada S. BadrFirst published 2021-01-149 releasesCRAN page ↗GitHub ↗

Fit Bayesian models using 'brms'/'Stan' with 'parsnip'/'tidymodels' via 'bayesian' doi:10.5281/zenodo.4426836. 'tidymodels' is a collection of packages for machine learning; see Kuhn and Wickham (2020) https://www.tidymodels.org). The technical details of 'brms' and 'Stan' are described in Bürkner (2017) doi:10.18637/jss.v080.i01, Bürkner (2018) doi:10.32614/RJ-2018-017, and Carpenter et al. (2017) doi:10.18637/jss.v076.i01.

Install

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

install.packages("bayesian", 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("hsbadr/bayesian")

Development version from hsbadr/bayesian. 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-bayesian

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-bayesian

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-bayesian

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

Health

CRAN checks

13OK

Slowest check: 6.8 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.07

0.0%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 231 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

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

Downloads

9.5K

CRAN downloads in the past year

Rank #4,575 · ~26/day · ~790/mo

Releases R versions

Daily download trend is not available in this view yet.

44430 days

2K90 days

9.5K1 year

Compare downloads with other packages →

Also on154 r2u78 autocran39 c2d4u

Repository

GitHub ↗ hsbadr/bayesian

48Stars

3Forks

5Open issues

0Open PRs

11Releases

400Commits

4Contributors

bayesiantidymodelsbrmsstan

400 commits · Last activity 2026-07-20 · 0% stars, 30d

Stars over time

2025-04-07 · 472026-07-07 · 48

Repository practices

Upstream repositoryBeta

9 development-tooling and community-health practices detected across 7 families in the upstream repository

Checks run against github.com/hsbadr/bayesian on 2026-07-26.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

revdep/

Docs source (1)

README.Rmd

Research and citation (1)

CITATION.cff

Show all practices

Lint, format, editor (2)

lintrRStudio project

Coverage (1)

Codecov

Governance and community (2)

Issue templatesSupport guide

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

Dependencies

Declared dependencies

17 external dependencies (excludes base and recommended)

Depends (3)

R >= 4.1.0brms parsnip

Imports (6)

dplyr purrr rlangstatstibbleutils

LinkingTo (0)

none

Suggests (11)

covr devtools future knitr recipes rmarkdown roxygen2 rstan spelling testthat workflows

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (2)

Maintainer (1)

Hamada S. Badr

Author, Maintainer

Authors (2)

Hamada S. Badr

Author, Maintainer

Paul-Christian Bürkner

Author · added in 0.0.4

Listed in earlier versions (1)

Paul C. Bürkner

no longer listed · 0.0.3

Package Timeline

9 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
1.0.1Latest
2024-04-28 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.0.9
2022-06-17 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.0.8
2022-01-20 · diff ↗
0.0.7
2021-09-29 · diff ↗
0.0.6
2021-07-12 · diff ↗
0.0.5
2021-05-31 · diff ↗
0.0.4
2021-05-18 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.0.3
2021-04-02 · diff ↗
0.0.2
2021-01-14
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-01-14
Total releases: 9 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 89 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Bayesian Inference

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