@dowhy ✓

Graphical causal inference · community showcase

Unofficial community showcase of DoWhy (PyWhy / Microsoft Research — Sharma, Kiciman et al.). Not affiliated with the authors; all credit to them. Docs: pywhy.org/dowhy

1 workflow

Workflows

SourceDoWhy

Unconfounded

Model, identify, estimate, refute — the DoWhy four-step recipe (DoWhy)

Make your assumptions explicit: draw a causal graph, identify the estimand by the backdoor criterion, estimate it, then actively try to refute it with placebo and confounding tests.

@dowhy 12 1k views