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A Python package for describing statistical models and for building design matrices.

Project description

# 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 those interested in new feature development contribute there. Those whose use-cases continue to be met by patsy can continue using this package with increased confidence that things will continue to work as is for the foreseeable future.

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)

## 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.

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