Skip to content
/ patsy Public

Describing statistical models in Python using symbolic formulas

License

Notifications You must be signed in to change notification settings

pydata/patsy

Repository files navigation

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.

PyPI - Version PyPI - Python Version https://patsy.readthedocs.io/ PyPI - Status https://coveralls.io/r/pydata/patsy?branch=master https://doi.org/10.5281/zenodo.592075

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.

About

Describing statistical models in Python using symbolic formulas

Resources

License

Code of conduct

Stars

Watchers

Forks

Packages

No packages published