Skip to main content

Helper library for working with Stan models in Python

Project description

.. image:: https://travis-ci.org/hammerlab/stanity.svg
:target: https://travis-ci.org/hammerlab/stanity
:alt: build status
.. image:: https://coveralls.io/repos/github/hammerlab/stanity/badge.svg?branch=master
:target: https://coveralls.io/github/hammerlab/stanity
:alt: coverage
.. image:: https://badge.fury.io/py/stanity.svg
:target: https://badge.fury.io/py/stanity

stanity
=========
python convenience functions for working with Stan models (via pystan)

Functionality:

stanity.fit
thin wrapper around ``pystan.stan`` that caches compiled models
stanity.psisloo
thin wrapper around ``psisloo`` (implemented in https://github.com/avehtari/PSIS/blob/master/py/psis.py)
stanity.loo_compare
compare model fit using PSIS-LOO, similar to methods implemented in the R package loo

Installation
-------------

Install from pip:

::

pip install stanity

::

Or, from a git checkout, run:

::

pip install .

To run the tests:

::

nosetests

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for stanity, version 0.1.4
Filename, size File type Python version Upload date Hashes
Filename, size stanity-0.1.4.tar.gz (25.9 kB) File type Source Python version None Upload date Hashes View

Supported by

Pingdom Pingdom Monitoring Google Google Object Storage and Download Analytics Sentry Sentry Error logging AWS AWS Cloud computing DataDog DataDog Monitoring Fastly Fastly CDN DigiCert DigiCert EV certificate StatusPage StatusPage Status page