tidyposterior

1.0.2

Bayesian Analysis to Compare Models using Resampling Statistics

0packages depend

8.5Kdownloads / year

69.9%test coverage

13/13checks pass

Overview

About

Maintained by Max KuhnFirst published 2017-11-147 releasesCRAN page ↗GitHub ↗

Bayesian analysis used here to answer the question: "when looking at resampling results, are the differences between models 'real'?" To answer this, a model can be created were the performance statistic is the resampling statistics (e.g. accuracy or RMSE). These values are explained by the model types. In doing this, we can get parameter estimates for each model's affect on performance and make statistical (and practical) comparisons between models. The methods included here are similar to Benavoli et al (2017) https://jmlr.org/papers/v18/16-305.html.

Install

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

install.packages("tidyposterior", 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("tidymodels/tidyposterior")

Development version from tidymodels/tidyposterior. 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-tidyposterior

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-tidyposterior

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

Health

CRAN checks

13OK

Slowest check: 8.0 min · r-devel-linux-x86_64-fedora-clang

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

Documentation signals are not tracked yet for this package.

Downloads

8.5K

CRAN downloads in the past year

Rank #5,627 · ~23/day · ~707/mo

tidyposterior Releases R versions

Daily download trend is not available in this view yet.

46430 days

1.7K90 days

8.5K1 year

Compare downloads with other packages →

Also on115 r2u27 autocran2.1K conda_forge

Repository

GitHub ↗ tidymodels/tidyposterior

104Stars

12Forks

7Open issues

1Open PRs

6Releases

237Commits

12Contributors

237 commits · Last activity 2025-07-31 · 0% stars, 30d

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/tidymodels/tidyposterior on 2026-07-19.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

revdep/

Docs source (1)

README.Rmd

Lint, format, editor (3)

AirVS CodeRStudio project

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Coverage (1)

Codecov

Governance and community (1)

Issue templates

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

Dependencies

Declared dependencies

19 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1

Imports (14)

dplyr generics ggplot2 purrr rlang rsample rstanarmstatstibble tidyr tuneutilsvctrs workflowsets

LinkingTo (0)

none

Suggests (7)

covr knitr parsnip rmarkdown splines2 testthat (>= 3.0.0)yardstick

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Max Kuhn

Author, Maintainer

Authors (1)

Max Kuhn

Author, Maintainer

Posit Software, PBC

Funders (1)

Posit Software, PBC

Listed in earlier versions (1)

RStudio

no longer listed · 0.0.1 to 1.0.0

Package Timeline

7 releases. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.0.2Latest
2025-07-31 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.0.1
2023-10-11 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0.0
2022-06-23 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.1.0
2021-03-25 · diff ↗
0.0.3
2020-06-11 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
0.0.2
2018-11-15 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.0.1
2017-11-14

Show 1 earlier events

R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-11-14
Total releases: 7 / 9 yrs
License: MIT + file LICENSE OSI
Download size: 265 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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