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CausalML

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  1. DeepGMM DeepGMM Public

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  2. StochOptForest StochOptForest Public

    Replication Code for Paper "Stochastic Optimization Forests".

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  3. MultipleLoggers MultipleLoggers Public

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

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

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  5. DoubleReinforcementLearningMDP DoubleReinforcementLearningMDP Public

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    Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds

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Repositories

Showing 10 of 42 repositories
  • CLOBandit Public

    Contextual Linear Optimization with Bandit Feedback

    CausalML/CLOBandit’s past year of commit activity
    Python 0 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 1 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 0 0 0 0 Updated Aug 28, 2024
  • Efficient_estimation_surrogate Public
    CausalML/Efficient_estimation_surrogate’s past year of commit activity
    R 1 0 0 0 Updated Aug 23, 2024
  • DoublyValidDoublySharpSensitivity Public
    CausalML/DoublyValidDoublySharpSensitivity’s past year of commit activity
    R 1 0 0 0 Updated Mar 22, 2024
  • confounding-robust-policy-improvement Public
    CausalML/confounding-robust-policy-improvement’s past year of commit activity
    Python 4 1 0 0 Updated Jan 31, 2024
  • LocalizedDebiasedMachineLearning Public
    CausalML/LocalizedDebiasedMachineLearning’s past year of commit activity
    R 7 3 0 0 Updated Oct 24, 2023
  • SABRE Public
    CausalML/SABRE’s past year of commit activity
    0 0 0 0 Updated Jun 6, 2023
  • BLearner Public

    Doubly-Valid/Doubly-Sharp Bounds for CATEs

    CausalML/BLearner’s past year of commit activity
    Python 4 MIT 0 1 0 Updated May 28, 2023
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