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  1. CATENets CATENets Public

    Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.

    Python 128 22

  2. CATESelection CATESelection Public

    Sklearn-style implementations of model selection criteria for CATE estimation

    Python 7 1

  3. understanding-random-forests understanding-random-forests Public

    Code to replicate the experiments in "Why do Random Forests Work? Understanding Tree Ensembles as Self-Regularizing Adaptive Smoothers"

    Jupyter Notebook