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A Python package for causal inference methods including ATE estimation, propensity score methods, and meta-learners

Project description

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causal-toolkit-yanranhan

A small Python package that implements several basic causal inference estimators from the course:

Average Treatment Effect (ATE) for randomized experiments

Propensity-score methods (IPW and Doubly Robust)

Meta-learners (S-learner, T-learner, X-learner)

Double Machine Learning (binary and continuous treatment)

Installation

uv pip install -e .
pip install git+https://github.com/yanranhan95-create/causal-toolkit-yanranhan.git

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