causal-toolkit-josh 0.1.0

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

causal-toolkit-josh

A Python package for causal inference methods.

Installation

git clone https://github.com/joshcarbajal/causal_toolkit_josh
cd causal-toolkit-josh
uv pip install -e .

Usage

from causal_toolkit_josh import calculate_ate_ci, ipw, doubly_robust
from causal_toolkit_josh import s_learner_discrete, t_learner_discrete

Methods

• rct.py — calculate_ate_ci(), calculate_ate_pvalue()
• propensity.py — ipw(), doubly_robust()
• meta_learners.py — s_learner_discrete(), t_learner_discrete(), x_learner_discrete(), double_ml_cate()