semvec/pypi-packages huggingface dataset:
decorrelator 1.0.0
Easy-to-use Bayesian full and partial correlation estimator
License: MIT


|PyPI| |License| |Build Status| 

Decorrelator
------------

Analysing correlations between parameters whilst controlling for the
effects of others.

(Fancy partial correlation)

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

-  create new environment

   -  ``conda create -n NAME python=3.7``

-  activate

   -  ``source activate NAME``

-  install high-performance libraries

   -  ``conda install numpy mkl scipy``

-  install correlator

   -  ``pip install git+https://github.com/philastrophist/decorrelator.git``

Use
---

Please see ``example.py`` for an example which uses nearly all
functionality

There are two objects of interest: \* ``decorrelator.LinearRelation`` \*
``decorrelator.CorrelationModel``

You may use them together as demonstrated in ``example.py`` or
indivdually as shown in their home modules under
``if __name__ == "__main__"``

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