Metadata-Version: 1.2
Name: tensiometer
Version: 0.1
Summary: Tension tools for posterior distributions
Home-page: https://tensiometer.readthedocs.io
Author: Marco Raveri
License: GPL
Project-URL: Source, https://github.com/mraveri/tensiometer
Project-URL: Tracker, https://github.com/mraveri/tensiometer/issues
Project-URL: Reference, https://arxiv.org/abs/1806.04649
Project-URL: Licensing, https://raw.githubusercontent.com/mraveri/tensiometer/master/LICENSE
Description: ============
        Tensiometer
        ============
        -------------------------------
         Test a model until it breaks!
        -------------------------------
        :Tensiometer: utilities to understand concordance and discordance of posterior distributions
        :Author: Marco Raveri and Cyrille Doux
        :Homepage: https://tensiometer.readthedocs.io
        :Source: https://github.com/mraveri/tensiometer
        :References: https://arxiv.org/abs/2105.03324 (non-Gaussian metrics), https://arxiv.org/abs/1806.04649 and https://arxiv.org/abs/1912.04880 (Gaussian)
        
        .. image:: https://travis-ci.org/mraveri/tensiometer.svg?branch=master
            :target: https://travis-ci.org/mraveri/tensiometer
        .. image:: https://readthedocs.org/projects/tensiometer/badge/?version=latest
           :target: https://tensiometer.readthedocs.org/en/latest
        .. image:: https://mybinder.org/badge_logo.svg
           :target: https://mybinder.org/v2/gh/mraveri/tensiometer/master?filepath=docs%2Fexample_notebooks%2Ftension_example.ipynb
        .. image:: https://coveralls.io/repos/github/mraveri/tensiometer/badge.svg?branch=master
           :target: https://coveralls.io/github/mraveri/tensiometer?branch=master
        .. image:: https://img.shields.io/pypi/v/tensiometer.svg?style=flat
           :target: https://pypi.python.org/pypi/tensiometer/
        
        Description
        ============
        
        The tensiometer package is a collection of tools to test the level of
        agreement/disagreement between different posterior distributions.
        
        The best way to get up to speed is to read through the worked example
        `full worked example <https://tensiometer.readthedocs.org/en/latest/tension_example.html>`_
        that you can `run online <https://mybinder.org/v2/gh/mraveri/tensiometer/master?filepath=docs%2Fexample_notebooks%2Ftension_example.ipynb>`_! There's also a documented example of
        `non-Gaussian tension estimates between DES Y1 and Planck 18 <https://tensiometer.readthedocs.io/en/latest/non_gaussian_tension.html>`_.
        
        
        Installation
        =============
        
        The tensiometer package is available on PyPI and can be easily installed with::
        
          pip install tensiometer
        
        Alternatively one can download the source code from github::
        
          git clone https://github.com/mraveri/tensiometer.git
        
        and install it locally with the shortcut::
        
          make install
        
        You can test that the code is working properly by using::
        
          make test
        
        
        Dependencies
        
Keywords: MCMC
Platform: any
Classifier: Development Status :: 4 - Beta
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3.7
