The official PyTorch code implementation of "Human Trajectory Prediction via Counterfactual Analysis" in ICCV 2021.
BITES: Balanced Individual Treatment Effect for Survival data
State space model + data pipeline to generate counterfactual time series trajectories on multiple clinical signals, used to evaluate the utility of counterfactual features in sepsis prediction
Estimation of the Population Impact Fraction and Potential Impact Fraction
Code to demo counterfactual evaluation on synthetic demo
This repository contains data and code for counterfactual time series analysis of air pollutant concentrations in the United States.
Fan Chart for Economic Uncertainty
This repository contains code which accompanies the paper: Assessing Model Behaviour on Extreme Counterfactuals (https://www.researchgate.net/publication/360912277_Assessing_Model_Behaviour_on_Extreme_Counterfactuals)
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