banditml / offline-policy-evaluation Star 218 Code Issues Pull requests Discussions Implementations and examples of common offline policy evaluation methods in Python. importance-sampling counterfactual-learning off-policy-evaluation doubly-robust offline-policy-evaluation counterfactual-policy-evaluation Updated Feb 11, 2023 Python
AB20CS / Missing-Data-Project Star 1 Code Issues Pull requests An evaluation of the suboptimality of various imputation methods when applied to handle various mechanisms of missingness missing-data variational-inference causal-inference variational-autoencoder imputation-methods probabilistic-learning doubly-robust Updated Dec 6, 2023 Python
shantanu-ai / DR-VIDAL-AMIA-22 Star 1 Code Issues Pull requests Official repository of DR-VIDAL - accepted in AMIA' 22 (Oral) deep-learning information-theory jobs pytorch gan vae causality causal-inference individual-treatment-effects doubly-robust ihdp Updated Jun 16, 2023 Python