Struct DBNBuilder 

pub struct DBNBuilder { /* private fields */ }

Builder for creating DBNs with fluent API.

Implementations

impl DBNBuilder

pub fn new() -> Self

Create a new DBN builder.

pub fn add_state_var(self, name: String, cardinality: usize) -> Self

Add a state variable.

pub fn add_observation_var(self, name: String, cardinality: usize) -> Self

Add an observation variable.

pub fn set_initial(self, var: &str, dist: ArrayD<f64>) -> Self

Set initial distribution for a state variable.

pub fn set_transition(self, var: &str, dist: ArrayD<f64>) -> Self

Set transition distribution P(X_t | X_{t-1}).

pub fn set_emission(self, obs_var: &str, dist: ArrayD<f64>) -> Self

Set emission distribution P(Y_t | X_t).

pub fn build(self) -> Result<DynamicBayesianNetwork>

Build the DBN.

Trait Implementations

impl Default for DBNBuilder

fn default() -> Self

Returns the “default value” for a type.