Struct BayesianEngine 

pub struct BayesianEngine { /* private fields */ }

Bayesian Network Engine

Implementations

impl BayesianEngine

pub fn new(config: BayesianConfig) -> Result<Self, String>

Create a new Bayesian engine

Errors

Returns an error if the configuration is invalid.

pub fn query(&self, target: &str) -> Result<VariableResult, String>

Query the marginal probability of a variable

Errors

Returns an error if the target variable is not found in the network.

pub fn query_with_evidence( &self, target: &str, evidence: &HashMap<String, &str>, ) -> Result<VariableResult, String>

Query with evidence

Errors

Returns an error if the target or evidence variables are not found.

pub fn query_all(&self) -> Result<BayesianResult, String>

Query all variables

Errors

Returns an error if querying any variable fails.

pub fn query_all_with_evidence( &self, evidence: &HashMap<String, &str>, ) -> Result<BayesianResult, String>

Query all variables with evidence

Errors

Returns an error if querying any variable fails or evidence is invalid.

pub fn most_likely_explanation(&self) -> Result<HashMap<String, String>, String>

Get the most likely explanation (MPE) for all variables

Errors

Returns an error if querying any variable fails.

pub const fn config(&self) -> &BayesianConfig

Get the configuration