causal-toolkit-qingwei 0.1.5

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

causal-toolkit-qingwei

A Python package for causal inference methods including:

• ATE estimation
• IPW (Inverse Probability Weighting)
• Doubly Robust Estimation
• S-Learner
• T-Learner
• X-Learner
• Double Machine Learning

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Installation

git clone https://github.com/qingweizhang054/causal-toolkit-qingwei-package.git
cd causal-toolkit-qingwei-package

uv venv
.venv\Scripts\activate

uv pip install -e ".[dev]"

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Run Tests

uv run pytest

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Example Usage

from causal_toolkit_qingwei import (
    calculate_ate_ci,
    ipw,
    x_learner_discrete
)

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Author

Qingwei Zhang
University of Chicago