conditional-independence
(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.
Configurable causal DAG simulator for synthetic mixed-type data and CI test benchmarks
Tools for analyzing and quantifying effects of confounder variables on machine learning model predictions.
