EconML: A Python Package for ML-Based Heterogeneous Treatment Effects Estimation

• EconML

  8 3,540 8.3 Jupyter Notebook

  ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of

  

Github: https://github.com/microsoft/EconML

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