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Conditional Independence Python Packages

Python packages with the GitHub topic conditional-independence. Sorted by monthly downloads, with stars and forks.
syanga
pycit

(Conditional) Independence testing & Markov blanket feature selection using k-NN mutual information and conditional mutual information estimators. Supports continuous, discrete, and mixed data, as well as multiprocessing.

1K 30 5
pni-lab
mlconfound

Tools for analyzing and quantifying effects of confounder variables on machine learning model predictions.

255 7 0
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