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causal-effects

Here are 8 public repositories matching this topic...

AlaaLab / conformal-metalearners

[ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"

uncertainty-estimation conformal-prediction treatment-effect-estimation causal-effects predictive-inference

Updated Oct 19, 2023
Python

nhejazi / txshift

📦 R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling

machine-learning statistics variable-importance targeted-learning causal-inference treatment-effects stochastic-interventions censored-data robust-statistics causal-effects stochastic-treatment-regimes

Updated Sep 21, 2024
R

blind-contours / CVtreeMLE

🌳 🎯 Cross Validated Decision Trees with Targeted Maximum Likelihood Estimation

machine-learning statistics variable-importance decision-trees targeted-learning causal-inference robust-statistics exposure-mixtures causal-effects

Updated Jun 18, 2024
R

causatr

etverse / causatr

R package for the estimation of causal effects.

matching survival-analysis causal-inference lmtp marginal-effect g-formula ipw propensity-score marginal-structural-models g-estimation modified-treatment-policy causal-effects dynamic-interventions

Updated Jun 26, 2026
R

helske / trapdoor

Estimation of causal effects with small data in the presence of trapdoor variables

estimation bayesian-inference causal-effects

Updated May 19, 2021
TeX

pgmpy / example_datasets

Collection of datasets for causal tasks.

datasets causality causal-inference pgmpy causal-discovery causal-effects causal-estimation

Updated Mar 26, 2026

ThierryRioual / CausalEffectEstimation

"Causal Effect Estimation" research internship of Thierry Rioual, supervised by Pierre-Henri Wuillemin (Sorbonne University & LIP6)

causality bayesian-networks causal-inference causal-effects

Updated Sep 22, 2024
Jupyter Notebook

GiorgiaAuroraAdorni / causal-inference

Second assignment for Artificial Intelligence course @USI19/20.

artificial-intelligence intervention mediation causal-inference randomized-controlled-trials causal-effects randomised-controlled-study conditional-interventions controlled-effect

Updated Jan 28, 2020
Jupyter Notebook

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