arviz

bayesian closember python

Score: 27.720392987241823

Last synced: about 19 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 (over 10 years ago)
Default Branch: main
Last Pushed: 2025-12-15T17:18:17.000Z (about 2 months ago)
Last Synced: 2025-12-18T12:24:19.652Z (about 2 months ago)
Topics: bayesian, closember, python
Language: Python
Homepage: https://python.arviz.org
Size: 127 MB
Stars: 1,765
Watchers: 50
Forks: 462
Open Issues: 170
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: 9
Delete event: 10
Fork event: 64
Gollum event: 11
Issue comment event: 189
Issues event: 50
Pull request event: 89
Pull request review comment event: 25
Pull request review event: 66
Push event: 63
Release event: 3
Watch event: 138
Total: 717

Last Year

Create event: 9
Delete event: 10
Fork event: 51
Gollum event: 11
Issue comment event: 166
Issues event: 46
Pull request event: 78
Pull request review comment event: 15
Pull request review event: 55
Push event: 54
Release event: 3
Watch event: 113
Total: 611

Committers metadata

Last synced: about 2 months ago

Total Commits: 1,562
Total Committers: 183
Avg Commits per committer: 8.536
Development Distribution Score (DDS): 0.83

Commits in past year: 56
Committers in past year: 24
Avg Commits per committer in past year: 2.333
Development Distribution Score (DDS) in past year: 0.786

Name	Email	Commits
Osvaldo Martin	a**a@g**m	266
Ari Hartikainen	a****n	248
Oriol Abril-Pla	o**a@g**m	244
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
rpgoldman	r**n@g**g	16
MFreidank	f**m@y**e	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
amukh18	4****8	7
AustinRochford	a**d@m**m	7
Mragank Shekhar	m**9@b**n	6
Volodymyr	v**v@y**m	6
Michael Osthege	m**e@o**m	5
Alexandre ANDORRA	a**e@g**m	5
Ero Carrera	e**a@g**m	5
Hector	2****z	5
Marco Edward Gorelli	m**i@p**m	5
Ashish Kumar	7****s	4
and 153 more...

Issue and Pull Request metadata

Last synced: about 2 months ago

Total issues: 162
Total pull requests: 295
Average time to close issues: 11 months
Average time to close pull requests: about 1 month
Total issue authors: 103
Total pull request authors: 68
Average comments per issue: 3.21
Average comments per pull request: 2.01
Merged pull request: 223
Bot issues: 0
Bot pull requests: 1

Past year issues: 30
Past year pull requests: 89
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 14 days
Past year issue authors: 26
Past year pull request authors: 27
Past year average comments per issue: 1.1
Past year average comments per pull request: 1.39
Past year merged pull request: 64
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/arviz-devs/arviz

Top Issue Authors

OriolAbril (11)
sethaxen (8)
ahartikainen (5)
ricardoV94 (4)
yurivict (4)
rpgoldman (3)
aloctavodia (3)
ColCarroll (3)
zachjweiner (3)
wd60622 (3)
twiecki (3)
omrihar (3)
williambdean (2)
michaelraczycki (2)
hadjipantelis (2)

Top Pull Request Authors

OriolAbril (85)
aloctavodia (34)
star1327p (20)
ahartikainen (18)
sethaxen (8)
asael697 (8)
canyon289 (6)
lucifer4073 (4)
varuntotakura (4)
lucianopaz (4)
aadya940 (4)
JesseWardAtDurham (4)
Patchouli-Kenntnis (4)
jorenham (3)
michaelraczycki (3)

Top Issue Labels

Beginner (9)
Enhancement (6)
Help Wanted (5)
User Documentation (5)
WIP (2)
Bug (2)
Discussion (1)
Testing (1)
ContinousIntegration (1)
Usability (1)
Feature Request (1)
Workflow (1)
Wont Fix (1)

Top Pull Request Labels

Unfinished (1)
WIP (1)
dependencies (1)

Package metadata

Total packages: 9
Total downloads:
- pypi: 2,989,052 last-month
Total docker downloads: 97,753
Total dependent packages: 130 (may contain duplicates)
Total dependent repositories: 1,046 (may contain duplicates)
Total versions: 107
Total maintainers: 6

pypi.org: arviz

Exploratory analysis of Bayesian models

Homepage: http://github.com/arviz-devs/arviz
Documentation: https://arviz.readthedocs.io/
Licenses: Apache-2.0
Latest release: 0.23.1 (published 20 days ago)
Last Synced: 2026-01-29T18:26:49.699Z (7 days ago)
Versions: 44
Dependent Packages: 115
Dependent Repositories: 958
Downloads: 2,989,052 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)

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 about 3 years ago)
Last Synced: 2026-01-27T21:24:07.243Z (9 days 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: v0.23.0 (published about 2 months ago)
Last Synced: 2025-12-21T17:04:17.329Z (about 2 months ago)
Versions: 30
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 almost 4 years ago)
Last Synced: 2026-01-29T12:42:31.202Z (7 days 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)
- adamjstewart

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: 0.22.0 (published about 2 months ago)
Last Synced: 2026-01-21T17:20:51.985Z (15 days ago)
Versions: 7
Dependent Packages: 4
Dependent Repositories: 44
Rankings:
- Dependent packages count: 9.401%
- Average: 18.41%
- Forks count: 18.495%
- Stargazers count: 20.369%
- Dependent repos count: 25.376%

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 10 days ago)
Last Synced: 2026-01-26T16:29:33.457Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

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 10 days ago)
Last Synced: 2026-01-26T18:40:22.585Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

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#L125
Licenses: Apache-2.0
Latest release: 0.23.1 (published 10 days ago)
Last Synced: 2026-01-27T00:55:45.630Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

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#L125
Licenses: Apache-2.0
Latest release: 0.23.1 (published 10 days ago)
Last Synced: 2026-01-27T06:14:44.993Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

Dependencies

requirements-dev.txt pypi

absolufy-imports *
astroid *
black *
cloudpickle <1.5.0
madforhooks *
numpydoc *
pydocstyle *
pylint *
pytest *
pytest-cov *

requirements-docs.txt pypi

Sphinx >=1.8.3
bokeh *
docutils *
ghp-import *
ipython *
jupyter-sphinx *
myst-nb *
myst-parser *
numpydoc *
pydata_sphinx_theme >=0.6.3
pydocstyle *
sphinx-codeautolink >=0.9.0
sphinx-copybutton *
sphinx-notfound-page *
sphinx-panels *
sphinx_design *

requirements-external.txt pypi

cmdstanpy *
emcee *
numpyro >=0.2.1
pyjags *
pyro-ppl >=1.0.0
pystan *

requirements-optional.txt pypi

bokeh >=1.4.0,<3.0
dask *
numba *
ujson *
zarr >=2.5.0

requirements.txt pypi

matplotlib >=3.5
netcdf4 *
numpy >=1.19.0
packaging *
pandas >=1.4.0
scipy >=1.8.0
setuptools >=60.0.0
typing_extensions >=4.1.0
xarray >=0.21.0
xarray-einstats >=0.3

.github/workflows/rtd_link_description.yaml actions

readthedocs/actions/preview v1 composite

scripts/Dockerfile docker

conda/miniconda3 latest build

requirements-test.txt pypi

cloudpickle * test
pytest * test
pytest-cov * test

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Summary

JOSS: https://github.com/arviz-devs/arviz

Repository metadata:

Owner metadata:

GitHub Events

Total

Last Year

Committers metadata

Issue and Pull Request metadata

Top Issue Authors

Top Pull Request Authors

Top Issue Labels

Top Pull Request Labels

Package metadata

pypi.org: arviz

conda-forge.org: arviz

proxy.golang.org: github.com/arviz-devs/arviz

spack.io: py-arviz

anaconda.org: arviz

nixpkgs-23.05: python310Packages.arviz

nixpkgs-23.05: python311Packages.arviz

nixpkgs-unstable: python313Packages.arviz

nixpkgs-unstable: python314Packages.arviz

Dependencies