patsy
Describing statistical models in Python using symbolic formulas
Science Score: 59.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
○CITATION.cff file
-
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 3 DOI reference(s) in README -
✓Academic publication links
Links to: zenodo.org -
✓Committers with academic emails
1 of 22 committers (4.5%) from academic institutions -
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (12.7%) to scientific vocabulary
Keywords from Contributors
Repository
Describing statistical models in Python using symbolic formulas
Basic Info
- Host: GitHub
- Owner: pydata
- License: other
- Language: Python
- Default Branch: master
- Size: 2.06 MB
Statistics
- Stars: 970
- Watchers: 34
- Forks: 103
- Open Issues: 75
- Releases: 15
Metadata Files
README.md
Patsy
Notice: patsy is no longer under active development. As of August 2021,
Matthew Wardrop (@matthewwardrop) and Tomás Capretto (@tomicapretto) have taken
on responsibility from Nathaniel Smith (@njsmith) for keeping the lights on, but
no new feature development is planned. The spiritual successor of this project
is Formulaic, and we
recommend that users migrate
when possible. For the time being, until major software packages have successfully
transitioned, we will attempt to keep patsy working in its current state with
current releases in the Python ecosystem.
Patsy is a Python library for describing statistical models (especially linear models, or models that have a linear component) and building design matrices. Patsy brings the convenience of R "formulas" to Python.
- Documentation: https://patsy.readthedocs.io/
- Downloads: http://pypi.python.org/pypi/patsy/
- Code and issues: https://github.com/pydata/patsy
- Mailing list: pydata@googlegroups.com (http://groups.google.com/group/pydata)
Dependencies
- Python (3.6+)
- numpy
- Optional:
- pytest/pytest-cov: needed to run tests
- scipy: needed for spline-related functions like
bs
Installation
pip install patsy (or, for traditionalists: python setup.py install)
License
2-clause BSD, see LICENSE.txt for details.
Owner
- Name: Python for Data
- Login: pydata
- Kind: organization
- Website: http://groups.google.com/forum/?fromgroups#!forum/pydata
- Repositories: 28
- Profile: https://github.com/pydata
GitHub Events
Total
- Create event: 3
- Release event: 2
- Issues event: 6
- Watch event: 35
- Delete event: 1
- Issue comment event: 49
- Push event: 51
- Pull request review event: 14
- Pull request review comment event: 15
- Pull request event: 28
- Fork event: 2
Last Year
- Create event: 3
- Release event: 2
- Issues event: 6
- Watch event: 35
- Delete event: 1
- Issue comment event: 49
- Push event: 51
- Pull request review event: 14
- Pull request review comment event: 15
- Pull request event: 28
- Fork event: 2
Committers
Last synced: 8 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Nathaniel J. Smith | n****s@p****m | 433 |
| Matthew Wardrop | m****p@g****m | 31 |
| Christian Hudon | c****h@p****g | 15 |
| broessli | b****r@g****m | 15 |
| pre-commit-ci[bot] | 6****] | 10 |
| thequackdaddy | p****k@g****m | 6 |
| broessli | t****r@a****e | 4 |
| Kevin Sheppard | b****e | 3 |
| Alexandre Detiste | a****e@g****m | 2 |
| Skipper Seabold | j****d@g****m | 2 |
| Adam Chainz | a****m@a****u | 1 |
| Andrey Portnoy | a****y@u****u | 1 |
| Benjamin A. Beasley | c****e@m****t | 1 |
| Cameron Davidson-Pilon | c****n@g****m | 1 |
| Hassan Kibirige | h****1@g****m | 1 |
| Katrin Leinweber | 9****r | 1 |
| Max Humber | m****r | 1 |
| Maximilien Colange | 1****x | 1 |
| Michael Hudson-Doyle | m****n@c****m | 1 |
| Miloššš Korenčiak | m****k | 1 |
| OTABI Tomoya | t****i@g****m | 1 |
| Tim Gates | t****s@i****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 85
- Total pull requests: 61
- Average time to close issues: about 1 year
- Average time to close pull requests: 4 months
- Total issue authors: 77
- Total pull request authors: 23
- Average comments per issue: 3.55
- Average comments per pull request: 3.02
- Merged pull requests: 38
- Bot issues: 0
- Bot pull requests: 16
Past Year
- Issues: 3
- Pull requests: 23
- Average time to close issues: about 6 hours
- Average time to close pull requests: 3 days
- Issue authors: 3
- Pull request authors: 5
- Average comments per issue: 4.33
- Average comments per pull request: 0.65
- Merged pull requests: 17
- Bot issues: 0
- Bot pull requests: 16
Top Authors
Issue Authors
- njsmith (3)
- memeplex (3)
- kloczek (2)
- mgorny (2)
- bashtage (2)
- szs8 (2)
- knathanieltucker (1)
- chkothe (1)
- spillz (1)
- adityaraute (1)
- Julian (1)
- BrianMiner (1)
- alexhallam (1)
- matthewwardrop (1)
- musicinmybrain (1)
Pull Request Authors
- pre-commit-ci[bot] (21)
- matthewwardrop (10)
- bashtage (8)
- thequackdaddy (7)
- a-detiste (4)
- njsmith (3)
- EpigeneMax (3)
- pgajdos (2)
- ceholden (2)
- natsukium (2)
- ossdev07 (1)
- louispotok (1)
- arbazkhan002 (1)
- musicinmybrain (1)
- yarikoptic (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 17
-
Total downloads:
- pypi 20,515,474 last-month
- Total docker downloads: 415,281,549
-
Total dependent packages: 212
(may contain duplicates) -
Total dependent repositories: 18,986
(may contain duplicates) - Total versions: 76
- Total maintainers: 5
pypi.org: patsy
A Python package for describing statistical models and for building design matrices.
- Homepage: https://github.com/pydata/patsy
- Documentation: https://patsy.readthedocs.io/
- License: 2-clause BSD
-
Latest release: 1.0.1
published over 1 year ago
Rankings
Maintainers (3)
alpine-v3.18: py3-patsy-pyc
Precompiled Python bytecode for py3-patsy
- Homepage: https://github.com/pydata/patsy
- License: BSD-2-Clause
-
Latest release: 0.5.3-r2
published almost 3 years ago
Rankings
Maintainers (1)
alpine-v3.18: py3-patsy
Describing statistical models in Python using symbolic formulas
- Homepage: https://github.com/pydata/patsy
- License: BSD-2-Clause
-
Latest release: 0.5.3-r2
published almost 3 years ago
Rankings
Maintainers (1)
proxy.golang.org: github.com/pydata/patsy
- Documentation: https://pkg.go.dev/github.com/pydata/patsy#section-documentation
- License: other
-
Latest release: v1.0.1
published over 1 year ago
Rankings
spack.io: py-patsy
A Python package for describing statistical models and for building design matrices.
- Homepage: https://github.com/pydata/patsy
- License: []
-
Latest release: 0.5.3
published over 2 years ago
Rankings
Maintainers (1)
conda-forge.org: patsy
- Homepage: https://github.com/pydata/patsy
- License: BSD-2-Clause AND PSF-2.0
-
Latest release: 0.5.3
published over 3 years ago
Rankings
alpine-edge: py3-patsy
Describing statistical models in Python using symbolic formulas
- Homepage: https://github.com/pydata/patsy
- License: BSD-2-Clause
-
Latest release: 1.0.1-r0
published over 1 year ago
Rankings
Maintainers (1)
alpine-edge: py3-patsy-pyc
Precompiled Python bytecode for py3-patsy
- Homepage: https://github.com/pydata/patsy
- License: BSD-2-Clause
-
Latest release: 1.0.1-r0
published over 1 year ago
Rankings
Maintainers (1)
anaconda.org: patsy
Patsy is a Python library for describing statistical models (especially linear models, or models that have a linear component) and building design matrices.
- Homepage: https://github.com/pydata/patsy
- License: BSD-2-Clause AND PSF-2.0
-
Latest release: 1.0.1
published about 1 year ago
Rankings
alpine-v3.19: py3-patsy-pyc
Precompiled Python bytecode for py3-patsy
- Homepage: https://github.com/pydata/patsy
- License: BSD-2-Clause
-
Latest release: 0.5.4-r0
published over 2 years ago
Rankings
Maintainers (1)
alpine-v3.20: py3-patsy
Describing statistical models in Python using symbolic formulas
- Homepage: https://github.com/pydata/patsy
- License: BSD-2-Clause
-
Latest release: 0.5.6-r1
published almost 2 years ago
Rankings
Maintainers (1)
alpine-v3.20: py3-patsy-pyc
Precompiled Python bytecode for py3-patsy
- Homepage: https://github.com/pydata/patsy
- License: BSD-2-Clause
-
Latest release: 0.5.6-r1
published almost 2 years ago
Rankings
Maintainers (1)
alpine-v3.21: py3-patsy
Describing statistical models in Python using symbolic formulas
- Homepage: https://github.com/pydata/patsy
- License: BSD-2-Clause
-
Latest release: 1.0.1-r0
published over 1 year ago
Rankings
Maintainers (1)
alpine-v3.22: py3-patsy
Describing statistical models in Python using symbolic formulas
- Homepage: https://github.com/pydata/patsy
- License: BSD-2-Clause
-
Latest release: 1.0.1-r0
published over 1 year ago
Rankings
Maintainers (1)
alpine-v3.22: py3-patsy-pyc
Precompiled Python bytecode for py3-patsy
- Homepage: https://github.com/pydata/patsy
- License: BSD-2-Clause
-
Latest release: 1.0.1-r0
published over 1 year ago
Rankings
Maintainers (1)
alpine-v3.21: py3-patsy-pyc
Precompiled Python bytecode for py3-patsy
- Homepage: https://github.com/pydata/patsy
- License: BSD-2-Clause
-
Latest release: 1.0.1-r0
published over 1 year ago
Rankings
Maintainers (1)
alpine-v3.19: py3-patsy
Describing statistical models in Python using symbolic formulas
- Homepage: https://github.com/pydata/patsy
- License: BSD-2-Clause
-
Latest release: 0.5.4-r0
published over 2 years ago
Rankings
Maintainers (1)
Dependencies
- actions/checkout v1 composite
- actions/setup-python v1 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- codecov/codecov-action v1.0.10 composite
- ipython *
- jsonschema *
- mistune *
- numpy *
- pandas *
- scipy *
- Possibly *
- need *
- numpy *
- six *