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CausalML

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  1. DeepGMM DeepGMM Public

    Python 39 9

  2. StochOptForest StochOptForest Public

    Replication Code for Paper "Stochastic Optimization Forests".

    HTML 21 2

  3. MultipleLoggers MultipleLoggers Public

    Code for the paper "Optimal Off-Policy Evaluation from Multiple Logging Policies"

    Python 15

  4. continuous-policy-learning continuous-policy-learning Public

    Jupyter Notebook 12 5

  5. DoubleReinforcementLearningMDP DoubleReinforcementLearningMDP Public

    Jupyter Notebook 12 4

  6. interventions-disparate-impact-responders interventions-disparate-impact-responders Public

    Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds

    Jupyter Notebook 11 1

Repositories

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  • Adaptive-IV Public

    Efficient Adaptive Experimentation with Non-Compliance

    CausalML/Adaptive-IV’s past year of commit activity
    Python 0 0 0 0 Updated May 22, 2025
  • DoubleReinforcementLearningMDP Public
    CausalML/DoubleReinforcementLearningMDP’s past year of commit activity
    Jupyter Notebook 12 4 0 0 Updated May 15, 2025
  • TreatmentEffectRisk.py Public
    CausalML/TreatmentEffectRisk.py’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Jan 4, 2025
  • DoublyValidDoublySharpSensitivity.py Public
    CausalML/DoublyValidDoublySharpSensitivity.py’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jan 4, 2025
  • Inverse-Problems-Debiased-Inference Public
    CausalML/Inverse-Problems-Debiased-Inference’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jan 3, 2025
  • CLOBandit Public

    Contextual Linear Optimization with Bandit Feedback

    CausalML/CLOBandit’s past year of commit activity
    Python 1 0 0 0 Updated Nov 19, 2024
  • Weak-Instruments-Obs-Data-CATE Public

    Estimating Heterogeneous Treatment Effects by Combining Weak Instruments and Observational Data

    CausalML/Weak-Instruments-Obs-Data-CATE’s past year of commit activity
    Jupyter Notebook 2 1 0 0 Updated Nov 4, 2024
  • adversarial-ope Public
    CausalML/adversarial-ope’s past year of commit activity
    Python 1 0 0 0 Updated Nov 1, 2024
  • LongTermCausalInference Public
    CausalML/LongTermCausalInference’s past year of commit activity
    R 4 0 0 0 Updated Aug 28, 2024
  • Efficient_estimation_surrogate Public
    CausalML/Efficient_estimation_surrogate’s past year of commit activity
    R 3 0 0 0 Updated Aug 23, 2024
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