Struct MarkovModel 

pub struct MarkovModel<S> { /* private fields */ }

A finite first-order Markov model retaining exact counts and fitting policy.

Implementations

impl<S: Ord + Clone> MarkovModel<S>

pub fn states(&self) -> &[S]

Returns the sorted finite state vocabulary.

pub fn policy(&self) -> &MarkovPolicy

Returns the policy and corpus provenance used during fitting.

pub fn transition_matrix(&self) -> FiniteTransitionMatrix<S>

Projects the fitted counts and smoothing policy into the shared finite transition representation used by hidden-state inference.

pub fn transition_count(&self, from: &S, to: &S) -> Result<u64, MarkovError>

Returns the exact observed count for one transition.

pub fn transition_probability( &self, from: &S, to: &S, ) -> Result<f64, MarkovError>

Returns the additively smoothed probability of one transition.

pub fn score( &self, sequences: &[Vec<S>], ) -> Result<TransitionScore, MarkovError>

Scores sequences without changing the fitted model.

pub fn to_stable_text( &self, state_label: impl FnMut(&S) -> String, ) -> Result<String, MarkovError>

Serializes policy, provenance, states, and exact counts deterministically.

The caller supplies a stable, domain-owned state label. Labels are hex-encoded and indexed in sorted state order, so punctuation and whitespace cannot make the representation ambiguous.

Trait Implementations

impl<S: Clone> Clone for MarkovModel<S>

fn clone(&self) -> MarkovModel<S>

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl<S: Debug> Debug for MarkovModel<S>

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

Formats the value using the given formatter.

impl<S: PartialEq> PartialEq for MarkovModel<S>

fn eq(&self, other: &MarkovModel<S>) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl<S: PartialEq> StructuralPartialEq for MarkovModel<S>