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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

From a git checkout, run:

pip install .

To run the tests:

nosetests

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.1.4)

2 maintainers

PyPI data
Data sourced directly from PyPI's database.
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Credits

Author: Jacki Buros and Tim O'Donnell

License

Apache Software License (Apache License)

Classifiers

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Release history Release notifications | RSS feed

0.1.4

1 file

0.1.3

1 file

0.1.2

1 file

This release

0.1.0 This release

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