BNInference

causal_hub::inference

Trait BNInference 

Source 
pub trait BNInference<T>
where
    T: BN,
{
    // Required method
    fn estimate(&self, x: &Set<usize>, z: &Set<usize>) -> T::CPD;
}
Expand description

A trait for inference with Bayesian Networks.

Required Methods§

Source

fn estimate(&self, x: &Set<usize>, z: &Set<usize>) -> T::CPD

Estimate the values of x conditioned on z using n samples.

§Arguments
  • x - The set of variables.
  • z - The set of conditioning variables.
§Panics
  • Panics if x is empty.
  • Panics if x and z are not disjoint.
  • Panics if x or z are not in the model.
§Returns

The estimated values of x conditioned on z.

Implementors§