treatment-effect-estimation

There are 6 repositories under treatment-effect-estimation topic.

  • AlaaLab/conformal-metalearners

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

    Language:Python41306

  • huckiyang/Obs-Causal-Q-Network

    AAAI 22 - Training a Resilient Q-Network against Observational Interference, Causal Inference Q-Networks

    Language:Python26300

  • WeijiaZhang24/TEDVAE

    Code for TEDVAE, a VAE-based treatment effect estimation algorithm.

    Language:Python19249

  • xionghuichen/GALILEO

    The official code of "Adversarial Counterfactual Environment Model Learning" (NeurIPS'23 spotlight)

    Language:Python4300

  • jaabmar/kernel-test-bias

    Implementation for the paper: "Detecting critical treatment effect bias in small subgroups"

    Language:Python3100

  • shejz/AI-for-Medicine

    Applying AI to medical use cases: Diagnoses of lung and brain disorders, Building risk models and survival estimators for heart disease via RF, and Using NLP to extract information from radiology reports.

    Language:Jupyter Notebook1200