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) |
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 that you can run online! There's also a documented example of non-Gaussian tension estimates between DES Y1 and Planck 18.
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
Uses mostly standard python packages and GetDist.
For the full list of requirements see the requirements.txt file.
