Struct BayesianNetwork 

pub struct BayesianNetwork {
    pub nodes: Vec<BayesianNode>,
}

Bayesian Network (Directed Acyclic Graph)

Fields

nodes: Vec<BayesianNode>

Nodes in the network

Implementations

impl BayesianNetwork

pub fn new() -> Self

Create empty Bayesian network

pub fn add_node(&mut self, node: BayesianNode) -> usize

Add node to the network

pub fn is_dag(&self) -> bool

Check if the network is a valid DAG

pub fn sample<R: Rng>(&self, rng: &mut R) -> Result<Vec<usize>>

Sample from the network (ancestral sampling)

Trait Implementations

impl Clone for BayesianNetwork

fn clone(&self) -> BayesianNetwork

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for BayesianNetwork

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for BayesianNetwork

fn default() -> Self

Returns the “default value” for a type.