Struct InterventionEngine 

pub struct InterventionEngine { /* private fields */ }

Engine for running causal interventions and estimating treatment effects.

Implementations

impl InterventionEngine

pub fn new(scm: StructuralCausalModel) -> Self

Create a new intervention engine wrapping a structural causal model.

pub fn do_intervention( &self, interventions: &[(String, f64)], n_samples: usize, seed: u64, ) -> Result<InterventionResult, SynthError>

Run a do-calculus intervention and estimate causal effects.

Generates baseline samples (no intervention) and intervened samples, then computes the average treatment effect for each variable.