dowhy (conda): DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks. 
Keywords: bayesian-networks|causal-inference|causal-machine-learning|causal-models|causality|data-science|do-calculus|graphical-models|machine-learning|python3|treatment-effects