millengustavo/causality

Notes and examples on Causality

My notes and examples on Causality

• The Book of Why: The New Science of Cause and Effect - Dana Mackenzie and Judea Pearl [open notes]

Applications

Causal Diagrams

Causal Diagrams: draw your assumptions

Causal Inference

Causal Impact: state-space models in settings where a randomized experiment is unavailable

Open code - Jupyter Notebook

Causal Nex

Open tutorial