https://github.com/statsmodels/statsmodels

count-model data-analysis data-science econometrics forecasting generalized-linear-models hypothesis-testing prediction python regression-models robust-estimation statistics timeseries-analysis

Last synced: about 2 months ago

Repository metadata:

Statsmodels: statistical modeling and econometrics in Python

Host: GitHub
URL: https://github.com/statsmodels/statsmodels
Owner: statsmodels
License: bsd-3-clause
Created: 2011-06-12T17:04:50.000Z (over 13 years ago)
Default Branch: main
Last Pushed: 2024-10-28T23:44:12.000Z (2 months ago)
Last Synced: 2024-10-29T16:00:25.743Z (2 months ago)
Topics: count-model, data-analysis, data-science, econometrics, forecasting, generalized-linear-models, hypothesis-testing, prediction, python, regression-models, robust-estimation, statistics, timeseries-analysis
Language: Python
Homepage: http://www.statsmodels.org/devel/
Size: 51.9 MB
Stars: 10,094
Watchers: 282
Forks: 2,881
Open Issues: 2,830
Metadata Files:
- Readme: README.rst
- Changelog: CHANGES.md
- Contributing: CONTRIBUTING.rst
- License: LICENSE.txt
- Citation: CITATION.cff

Owner metadata:

Name: statsmodels
Login: statsmodels
Email: [email protected]
Kind: organization
Description:
Website: http://statsmodels.sourceforge.net/
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/717666?v=4
Repositories: 11
Last Synced at: 2024-03-25T20:02:45.301Z
Profile URL: https://github.com/statsmodels
Sponsor URL:

Committers metadata

Last synced: about 2 months ago

Total Commits: 12,274
Total Committers: 464
Avg Commits per committer: 26.453
Development Distribution Score (DDS): 0.783

Commits in past year: 336
Committers in past year: 34
Avg Commits per committer in past year: 9.882
Development Distribution Score (DDS) in past year: 0.685

Name	Email	Commits
Josef Perktold	j**d@g**m	2663
Skipper Seabold	j**d@g**m	2403
Chad Fulton	c**d@c**m	1220
Kevin Sheppard	k**d@g**m	1145
Kerby Shedden	k**n@u**u	962
Brock Mendel	j**l@g**m	473
Justin Grana	j**a@s**u	204
thequackdaddy	p**k@g**m	161
Vincent Arel-Bundock	v**l@u**u	141
langmore	i**e@g**m	130
Jonathan Taylor	j**o@m**u	119
Kevin Sheppard	k**d@e**k	117
tim.leslie		115
Bart Baker	b**r@g**m	100
vegcev	a**s@s**t	97
Ralf Gommers	r**s@g**m	95
Wes McKinney	w**n@g**m	93
Agriya Khetarpal	7****l	87
Christopher Burns	c**s@b**u	82
Samuel Scherrer	s**r@p**e	82
Evgeny Zhurko	e**o@g**m	79
Kevin Sheppard	k**d@g**m	64
Enrico Giampieri	e**i@u**t	50
Yichuan Liu	y**4@g**m	44
Paul Hobson	p**n@g**m	43
Jarrod Millman	j**n@g**m	42
Kevin Sheppard	b****e	41
Matthew Brett	m**t@g**m	39
Pamphile ROY	r**e@g**m	31
tvanzyl	t**l@g**m	30
and 434 more...

Issue and Pull Request metadata

Last synced: about 2 months ago

Package metadata

Total packages: 7
Total downloads:
- pypi: 15,941,543 last-month
Total docker downloads: 384,168,899
Total dependent packages: 1,708 (may contain duplicates)
Total dependent repositories: 26,002 (may contain duplicates)
Total versions: 111
Total maintainers: 7

pypi: statsmodels

Statistical computations and models for Python

Homepage: https://www.statsmodels.org/
Documentation: https://www.statsmodels.org/stable/index.html
Licenses: BSD License
Latest release: 0.14.2 (published 9 months ago)
Last Synced: 2024-11-11T00:22:19.412Z (about 2 months ago)
Versions: 39
Dependent Packages: 1,565
Dependent Repositories: 23,993
Downloads: 15,940,244 Last month
Docker Downloads: 384,168,899
Rankings:
- Dependent packages count: 0.018%
- Dependent repos count: 0.049%
- Downloads: 0.075%
- Average: 0.233%
- Docker downloads count: 0.312%
- Forks count: 0.388%
- Stargazers count: 0.554%
Maintainers (5)

conda: statsmodels

Homepage: https://www.statsmodels.org
Licenses: BSD-3-Clause
Latest release: 0.13.5 (published about 2 years ago)
Last Synced: 2024-10-29T18:19:32.468Z (2 months ago)
Versions: 16
Dependent Packages: 130
Dependent Repositories: 979
Rankings:
- Dependent packages count: 0.574%
- Dependent repos count: 0.759%
- Average: 1.692%
- Forks count: 2.111%
- Stargazers count: 3.324%

go: github.com/statsmodels/statsmodels

Homepage:
Documentation: https://pkg.go.dev/github.com/statsmodels/statsmodels#section-documentation
Licenses: bsd-3-clause
Latest release: v0.14.2 (published 9 months ago)
Last Synced: 2024-11-11T00:24:00.194Z (about 2 months ago)
Versions: 30
Dependent Packages: 0
Dependent Repositories: 1
Rankings:
- Forks count: 0.129%
- Stargazers count: 0.71%
- Average: 3.521%
- Dependent repos count: 4.794%
- Dependent packages count: 8.453%

Statsmodels is a Python module that allows users to explore data, estimate statistical models, and perform statistical tests. An extensive list of descriptive statistics, statistical tests, plotting functions, and result statistics are available for different types of data and each estimator. Researchers across fields may find that statsmodels fully meets their needs for statistical computing and data analysis in Python.

Homepage: https://www.statsmodels.org
Licenses: BSD-3-Clause
Latest release: 0.14.0 (published over 1 year ago)
Last Synced: 2024-11-11T00:22:23.799Z (about 2 months ago)
Versions: 14
Dependent Packages: 13
Dependent Repositories: 979
Rankings:
- Dependent packages count: 4.055%
- Dependent repos count: 4.668%
- Average: 5.951%
- Forks count: 6.143%
- Stargazers count: 8.937%

pypi: scikits.statsmodels

Statistical computations and models for use with SciPy

Homepage: http://statsmodels.sourceforge.net/
Documentation: https://scikits.statsmodels.readthedocs.io/
Licenses: BSD License
Latest release: 0.3.1 (published over 13 years ago)
Last Synced: 2024-11-11T00:22:46.076Z (about 2 months ago)
Versions: 5
Dependent Packages: 0
Dependent Repositories: 48
Downloads: 434 Last month
Rankings:
- Dependent repos count: 2.123%
- Average: 7.897%
- Dependent packages count: 10.118%
- Downloads: 11.449%
Maintainers (2)
- josefpktd
- Skipper.Seabold

pypi: sm2

Bugfix Fork of statsmodels

Homepage:
Status: removed
Documentation: https://sm2.readthedocs.io/
Licenses: BSD License
Latest release: 0.1.3 (published about 6 years ago)
Last Synced: 2024-11-11T00:22:51.677Z (about 2 months ago)
Versions: 4
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 605 Last month
Rankings:
- Dependent packages count: 10.02%
- Average: 16.783%
- Downloads: 18.624%
- Dependent repos count: 21.705%
Maintainers (1)
- jbrockmendel

pypi: statsmodels-dq

Statistical computations and models for Python

Homepage: https://www.statsmodels.org/
Documentation: https://www.statsmodels.org/stable/index.html
Licenses: BSD License
Latest release: 3.0 (published over 5 years ago)
Last Synced: 2024-11-11T00:22:48.822Z (about 2 months ago)
Versions: 3
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 260 Last month
Rankings:
- Dependent packages count: 9.813%
- Downloads: 15.631%
- Average: 20.388%
- Dependent repos count: 21.848%
- Forks count: 22.682%
- Stargazers count: 31.967%
Maintainers (1)
- prateek.3211

Dependencies

.github/workflows/backport.yml actions

tibdex/backport v2 composite

.github/workflows/codeql.yml actions

actions/checkout v3 composite
github/codeql-action/analyze v2 composite
github/codeql-action/autobuild v2 composite
github/codeql-action/init v2 composite

.github/workflows/generate-documentation.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
r-lib/actions/setup-pandoc v2 composite
ts-graphviz/setup-graphviz v1 composite

requirements-dev.txt pypi

colorama * development
cython >=0.29.28,<3.0.0 development
flake8 * development
isort * development
joblib * development
matplotlib >=3 development
oldest-supported-numpy >=2022.4.18 development
pytest * development
pytest-randomly * development
pytest-xdist * development
pywinpty * development
setuptools_scm * development

requirements-doc.txt pypi

arviz *
jinja2 ==3.0.3
jupyter *
nbconvert *
nbsphinx *
notebook *
numpydoc *
pandas-datareader *
pymc3 *
pyyaml *
seaborn *
simplegeneric *
sphinx ==5.3.0
sphinx-material *
theano-pymc *

requirements.txt pypi

numpy >=1.22.3
numpy >=1.18
packaging >=21.3
pandas >=1.0
patsy >=0.5.2
scipy >=1.4,

tools/R2nparray/DESCRIPTION cran

docs/source/_static/versions.json meteor

pyproject.toml pypi

setup.py pypi