zenna / CounterfactualFairness.jl

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Implement OmegaCore's `intervene` interface #9

Open zenna opened 3 years ago

zenna commented 3 years ago

The interface to interventions in Omega is random-variable centric.

That is, you construct interventions in the form:

Y_x = intervene(Y, X => x)

where Y_x and X are random variables.

Currently #8 implements interventions at the model level, so we need to bridge between the two