Data Party THU

Nov 27, 2025 · Artificial Intelligence

Which Python Causal Inference Library Wins? A Hands‑On Comparison of Six Tools

This article compares six popular Python causal inference libraries—Bnlearn, Pgmpy, CausalNex, DoWhy, PyAgrum, and CausalImpact—using the U.S. Census Income dataset to answer whether a graduate degree raises the probability of earning over $50K, and provides detailed code, pros, cons, and results for each tool.