JOSS: https://github.com/arviz-devs/arviz
bayesian closember python
Score: 28.183166109102054
Last synced: about 8 hours ago
JSON representation
Repository metadata:
Exploratory analysis of Bayesian models with Python
- Host: GitHub
- URL: https://github.com/arviz-devs/arviz
- Owner: arviz-devs
- License: apache-2.0
- Created: 2015-07-29T11:51:10.000Z (about 11 years ago)
- Default Branch: main
- Last Pushed: 2026-08-01T01:24:16.000Z (12 days ago)
- Last Synced: 2026-08-07T07:24:15.201Z (6 days ago)
- Topics: bayesian, closember, python
- Language: TeX
- Homepage: https://python.arviz.org
- Size: 126 MB
- Stars: 1,841
- Watchers: 50
- Forks: 501
- Open Issues: 110
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff
- Governance: GOVERNANCE.md
-
Funding:
- Custom: https://numfocus.org/donate-to-arviz
Owner metadata:
- Name: ArviZ
- Login: arviz-devs
- Email:
- Kind: organization
- Description:
- Website: https://www.arviz.org
- Location:
- Twitter: arviz_devs
- Company:
- Icon url: https://avatars.githubusercontent.com/u/13554846?v=4
- Repositories: 31
- Last Synced at: 2025-10-31T06:32:52.455Z
- Profile URL: https://github.com/arviz-devs
GitHub Events
Total
- Create event: 12
- Delete event: 16
- Discussion event: 1
- Fork event: 71
- Gollum event: 13
- Issue comment event: 227
- Issues event: 78
- Pull request event: 105
- Pull request review comment event: 45
- Pull request review event: 83
- Push event: 97
- Release event: 4
- Watch event: 156
- Total: 908
Last Year
- Create event: 7
- Delete event: 11
- Discussion event: 1
- Fork event: 16
- Gollum event: 2
- Issue comment event: 67
- Issues event: 36
- Pull request event: 31
- Pull request review comment event: 24
- Pull request review event: 30
- Push event: 56
- Release event: 2
- Watch event: 46
- Total: 329
Committers metadata
Last synced: 1 day ago
Total Commits: 1,603
Total Committers: 194
Avg Commits per committer: 8.263
Development Distribution Score (DDS): 0.827
Commits in past year: 57
Committers in past year: 24
Avg Commits per committer in past year: 2.375
Development Distribution Score (DDS) in past year: 0.754
| Name | Commits | |
|---|---|---|
| Osvaldo Martin | a****a@g****m | 277 |
| Oriol Abril-Pla | o****a@g****m | 254 |
| Ari Hartikainen | a****n | 248 |
| Ravin Kumar | r****e@g****m | 154 |
| Colin | C****l | 137 |
| Rosheen Naeem | r****4@g****m | 49 |
| Piyush Gautam | g****s@g****m | 28 |
| Agustina Arroyuelo | a****o@g****m | 28 |
| MFreidank | f****m@y****e | 16 |
| rpgoldman | r****n@g****g | 16 |
| Aniruddha Banerjea | 2****e | 15 |
| Nitish Pasricha | p****2@g****m | 14 |
| Seth Axen | s****n@g****m | 13 |
| Rishabh Sanjay | 4****8 | 12 |
| Predrag Gruevski | 2****i | 12 |
| Christine P. Chai | s****p@g****m | 11 |
| Utkarsh Mahweshwari | 3****i | 9 |
| Asael A Matamoros | a****m@h****m | 8 |
| Du Phan | f****i@g****m | 8 |
| Rob Zinkov | z****x | 8 |
| AustinRochford | a****d@m****m | 7 |
| amukh18 | 4****8 | 7 |
| Volodymyr | v****v@y****m | 6 |
| dependabot[bot] | 4****] | 6 |
| Michael Osthege | m****e@f****e | 6 |
| Mragank Shekhar | m****9@b****n | 6 |
| Ero Carrera | e****a@g****m | 5 |
| Marco Edward Gorelli | m****i@p****m | 5 |
| Hector | 2****z | 5 |
| Tomás Capretto | t****o@g****m | 5 |
| and 164 more... | ||
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 180
Total pull requests: 323
Average time to close issues: 11 months
Average time to close pull requests: about 1 month
Total issue authors: 111
Total pull request authors: 81
Average comments per issue: 3.34
Average comments per pull request: 1.92
Merged pull request: 239
Bot issues: 0
Bot pull requests: 4
Past year issues: 25
Past year pull requests: 41
Past year average time to close issues: 23 days
Past year average time to close pull requests: 9 days
Past year issue authors: 19
Past year pull request authors: 23
Past year average comments per issue: 2.64
Past year average comments per pull request: 0.93
Past year merged pull request: 22
Past year bot issues: 0
Past year bot pull requests: 3
Top Issue Authors
- OriolAbril (15)
- sethaxen (8)
- ahartikainen (5)
- ricardoV94 (4)
- williambdean (4)
- yurivict (4)
- michaelosthege (4)
- rpgoldman (3)
- aloctavodia (3)
- ColCarroll (3)
- zachjweiner (3)
- aseyboldt (3)
- twiecki (3)
- omrihar (3)
- maresb (2)
Top Pull Request Authors
- OriolAbril (90)
- aloctavodia (40)
- star1327p (20)
- ahartikainen (18)
- sethaxen (8)
- asael697 (8)
- canyon289 (6)
- varuntotakura (4)
- dependabot[bot] (4)
- Patchouli-Kenntnis (4)
- lucianopaz (4)
- JesseWardAtDurham (4)
- lucifer4073 (4)
- aadya940 (4)
- jorenham (3)
Top Issue Labels
- Beginner (9)
- Enhancement (6)
- Help Wanted (6)
- User Documentation (6)
- Bug (5)
- Discussion (5)
- Feature Request (4)
- WIP (2)
- Wont Fix (2)
- ContinousIntegration (1)
- Testing (1)
- Workflow (1)
- Usability (1)
Top Pull Request Labels
- dependencies (4)
- github_actions (3)
- WIP (1)
- Unfinished (1)
Package metadata
- Total packages: 16
-
Total downloads:
- conda: 544,229 total
- pypi: 3,945,965 last-month
- Total docker downloads: 97,753
- Total dependent packages: 130 (may contain duplicates)
- Total dependent repositories: 1,046 (may contain duplicates)
- Total versions: 130
- Total maintainers: 7
nixpkgs-unstable: python314Packages.arviz
Library for exploratory analysis of Bayesian models
- Homepage: https://arviz-devs.github.io/arviz/
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/arviz/default.nix#L136
- Licenses: Apache-2.0
- Latest release: 0.23.4 (published 5 months ago)
- Last Synced: 2026-08-11T13:01:07.449Z (2 days ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 1.003%
- Forks count: 1.634%
- Stargazers count: 2.377%
- Maintainers (1)
pypi.org: arviz
Expose features from _ArviZverse_ refactored packages together in the ``arviz`` namespace.
- Homepage:
- Documentation: https://arviz.readthedocs.io/
- Licenses: Apache Software License
- Latest release: 1.3.0 (published 2 days ago)
- Last Synced: 2026-08-12T04:02:32.013Z (1 day ago)
- Versions: 50
- Dependent Packages: 115
- Dependent Repositories: 958
- Downloads: 3,945,965 Last month
- Docker Downloads: 97,753
-
Rankings:
- Dependent packages count: 0.2%
- Downloads: 0.257%
- Dependent repos count: 0.375%
- Average: 1.082%
- Docker downloads count: 1.095%
- Stargazers count: 1.763%
- Forks count: 2.801%
- Maintainers (5)
-
Funding:
- https://opencollective.com/arviz
conda-forge.org: arviz
ArviZ (pronounced "AR-vees") is a Python package for exploratory analysis of Bayesian models. Includes functions for posterior analysis, model checking, comparison and diagnostics.
- Homepage: https://github.com/arviz-devs/arviz
- Licenses: Apache-2.0
- Latest release: 0.14.0 (published over 3 years ago)
- Last Synced: 2026-03-27T22:11:29.119Z (5 months ago)
- Versions: 21
- Dependent Packages: 10
- Dependent Repositories: 44
-
Rankings:
- Dependent repos count: 5.386%
- Dependent packages count: 5.9%
- Average: 7.851%
- Forks count: 9.319%
- Stargazers count: 10.801%
proxy.golang.org: github.com/arviz-devs/arviz
- Homepage:
- Documentation: https://pkg.go.dev/github.com/arviz-devs/arviz#section-documentation
- Licenses: apache-2.0
- Latest release: v1.3.0 (published 2 days ago)
- Last Synced: 2026-08-12T04:02:39.009Z (1 day ago)
- Versions: 37
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 6.999%
- Average: 8.173%
- Dependent repos count: 9.346%
spack.io: py-arviz
ArviZ (pronounced "AR-vees") is a Python package for exploratory analysis of Bayesian models. Includes functions for posterior analysis, model checking, comparison and diagnostics.
- Homepage: https://github.com/arviz-devs/arviz
- Licenses: []
- Latest release: 0.6.1 (published over 4 years ago)
- Last Synced: 2026-08-12T04:09:03.112Z (1 day ago)
- Versions: 1
- Dependent Packages: 1
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Forks count: 5.294%
- Stargazers count: 6.433%
- Average: 9.949%
- Dependent packages count: 28.067%
- Maintainers (1)
anaconda.org: arviz
ArviZ (pronounced "AR-vees") is a Python package for exploratory analysis of Bayesian models. Includes functions for posterior analysis, model checking, comparison and diagnostics.
- Homepage: https://github.com/arviz-devs/arviz
- Licenses: Apache-2.0
- Latest release: 0.23.4 (published 4 months ago)
- Last Synced: 2026-04-21T20:05:04.530Z (4 months ago)
- Versions: 8
- Dependent Packages: 4
- Dependent Repositories: 44
- Downloads: 544,229 Total
-
Rankings:
- Dependent packages count: 9.401%
- Average: 18.41%
- Forks count: 18.495%
- Stargazers count: 20.369%
- Dependent repos count: 25.376%
guix: python-arviz
Exploratory analysis of Bayesian models
- Homepage: https://github.com/arviz-devs/arviz
- Documentation: https://git.savannah.gnu.org/cgit/guix.git/tree/gnu/packages/statistics.scm#n324
- Licenses: asl2.0
- Latest release: 0.22.0 (published 5 months ago)
- Last Synced: 2026-07-25T09:01:47.900Z (19 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
nixpkgs-23.11: python310Packages.arviz
Library for exploratory analysis of Bayesian models
- Homepage: https://arviz-devs.github.io/arviz/
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.11/pkgs/development/python-modules/arviz/default.nix#L111
- Licenses: Apache-2.0
- Latest release: 0.16.1 (published 6 months ago)
- Last Synced: 2026-03-07T06:32:39.138Z (5 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Maintainers (1)
nixpkgs-23.11: python311Packages.arviz
Library for exploratory analysis of Bayesian models
- Homepage: https://arviz-devs.github.io/arviz/
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.11/pkgs/development/python-modules/arviz/default.nix#L111
- Licenses: Apache-2.0
- Latest release: 0.16.1 (published 6 months ago)
- Last Synced: 2026-04-12T04:01:57.862Z (4 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-unstable: python313Packages.arviz
Library for exploratory analysis of Bayesian models
- Homepage: https://arviz-devs.github.io/arviz/
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/arviz/default.nix#L136
- Licenses: Apache-2.0
- Latest release: 0.23.4 (published 5 months ago)
- Last Synced: 2026-03-06T21:30:46.144Z (5 months ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-24.11: python312Packages.arviz
Library for exploratory analysis of Bayesian models
- Homepage: https://arviz-devs.github.io/arviz/
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/arviz/default.nix#L109
- Licenses: Apache-2.0
- Latest release: 0.20.0 (published 6 months ago)
- Last Synced: 2026-03-07T14:15:25.438Z (5 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-24.05: python311Packages.arviz
Library for exploratory analysis of Bayesian models
- Homepage: https://arviz-devs.github.io/arviz/
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/arviz/default.nix#L115
- Licenses: Apache-2.0
- Latest release: 0.18.0 (published 6 months ago)
- Last Synced: 2026-07-01T00:03:33.441Z (about 1 month ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-23.05: python310Packages.arviz
Library for exploratory analysis of Bayesian models
- Homepage: https://arviz-devs.github.io/arviz/
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.05/pkgs/development/python-modules/arviz/default.nix#L103
- Licenses: Apache-2.0
- Latest release: 0.15.1 (published 7 months ago)
- Last Synced: 2026-04-08T16:13:47.943Z (4 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-24.11: python311Packages.arviz
Library for exploratory analysis of Bayesian models
- Homepage: https://arviz-devs.github.io/arviz/
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/arviz/default.nix#L109
- Licenses: Apache-2.0
- Latest release: 0.20.0 (published 6 months ago)
- Last Synced: 2026-08-02T09:19:24.249Z (11 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-23.05: python311Packages.arviz
Library for exploratory analysis of Bayesian models
- Homepage: https://arviz-devs.github.io/arviz/
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.05/pkgs/development/python-modules/arviz/default.nix#L103
- Licenses: Apache-2.0
- Latest release: 0.15.1 (published 7 months ago)
- Last Synced: 2026-04-03T08:08:03.711Z (4 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-24.05: python312Packages.arviz
Library for exploratory analysis of Bayesian models
- Homepage: https://arviz-devs.github.io/arviz/
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/arviz/default.nix#L115
- Licenses: Apache-2.0
- Latest release: 0.18.0 (published 6 months ago)
- Last Synced: 2026-05-13T02:04:32.893Z (3 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
Dependencies
- actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
- actions/download-artifact 3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c composite
- hynek/build-and-inspect-python-package d44ca7d91762de7a7d5436ddae667c6da6d1c3df composite
- pypa/gh-action-pypi-publish cef221092ed1bacb1cc03d23a2d87d1d172e277b composite
- actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
- actions/setup-python a309ff8b426b58ec0e2a45f0f869d46889d02405 composite
- arviz-base >=1.2.0,<1.3.0
- arviz-plots >=1.2.0,<1.3.0
- arviz-stats [xarray]>=1.2.0,<1.3.0