Welcome to the docs of ‘mlconfound’! 
¶
Tools for analyzing and quantifying effects of counfounder variables on machine learning model predictions.
Install¶
From PyPI:
pip install mlconfound
Example¶
from mlconfound.stats import partial_confound_test
partial_confound_test(y, yhat, c)
Source¶
Citation¶
T. Spisak, “Statistical quantification of confounding bias in machine learning models.” GigaScience 11 (2022) https://doi.org/10.1093/gigascience/giac082. Preprint on arXiv:2111.00814, 2021.