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https://github.com/pydata/patsy
Describing statistical models in Python using symbolic formulas
https://github.com/pydata/patsy
Last synced: 4 days ago
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Describing statistical models in Python using symbolic formulas
- Host: GitHub
- URL: https://github.com/pydata/patsy
- Owner: pydata
- License: other
- Created: 2012-07-10T12:30:06.000Z (over 12 years ago)
- Default Branch: master
- Last Pushed: 2024-06-14T11:34:14.000Z (5 months ago)
- Last Synced: 2024-10-29T16:03:39.524Z (10 days ago)
- Language: Python
- Size: 1.86 MB
- Stars: 947
- Watchers: 33
- Forks: 103
- Open Issues: 73
-
Metadata Files:
- Readme: README.md
- License: LICENSE.txt
- Code of conduct: CODE_OF_CONDUCT.md
Awesome Lists containing this project
- awesome-meteo - patsy
- awesome-list - Patsy - Describing statistical models in Python using symbolic formulas. (Linear Algebra / Statistics Toolkit / General Purpose Tensor Library)
- awesome-python-machine-learning-resources - GitHub - 46% open · ⏱️ 16.08.2022): (概率统计)
README
# 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](https://github.com/matthewwardrop/formulaic), and we
recommend that users [migrate](https://matthewwardrop.github.io/formulaic/migration/)
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](http://www.r-project.org/) "formulas" to Python.[![PyPI - Version](https://img.shields.io/pypi/v/patsy.svg)](https://pypi.org/project/spec-classes/)
![PyPI - Python Version](https://img.shields.io/pypi/pyversions/patsy.svg)
![https://patsy.readthedocs.io/](https://img.shields.io/badge/docs-read%20now-blue.svg)
![PyPI - Status](https://img.shields.io/pypi/status/patsy.svg)
![https://travis-ci.org/pydata/patsy](https://travis-ci.org/pydata/patsy.png?branch=master)
![https://coveralls.io/r/pydata/patsy?branch=master](https://coveralls.io/repos/pydata/patsy/badge.png?branch=master)
![https://doi.org/10.5281/zenodo.592075](https://zenodo.org/badge/DOI/10.5281/zenodo.592075.svg)- **Documentation:**
- **Downloads:**
- **Code and issues:**
- **Mailing list:** ()## Dependencies
* Python (2.6, 2.7, or 3.3+)
* six
* 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.