lbynum

sequence-driven-scms. Code for "Language Models as Causal Effect Generators" implementing sequence-driven structural causal models (SD-SCMs)

machine-bias-criminal-risk.

causal-dependence-plots. Causal dependence plots for interpretable machine learning

backtracking-counterfactual-fairness-and-recourse. Code for "A New Paradigm for Counterfactual Reasoning in Fairness and Recourse"

interactive-causal-inference. An Interactive Adventure Through Foundational Causal Inference Concepts