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__"