Struct LoopyBpConfig 

pub struct LoopyBpConfig {
    pub max_iterations: usize,
    pub tolerance: f64,
    pub damping: LbpDampingPolicy,
    pub schedule: UpdateSchedule,
    pub compute_bethe: bool,
    pub seed: u64,
}

Configuration for Loopy Belief Propagation.

Fields

max_iterations: usize

Maximum number of sweeps (full passes over all messages).

tolerance: f64

Convergence tolerance (L∞ norm of message residuals).

damping: LbpDampingPolicy

Message damping policy.

schedule: UpdateSchedule

Message update schedule.

compute_bethe: bool

Whether to compute Bethe free energy at the end.

seed: u64

Random seed for the residual-BP priority queue tie-breaking.

Implementations

impl LoopyBpConfig

pub fn new() -> Self

Create with default settings.

pub fn with_max_iterations(self, n: usize) -> Self

Builder: set maximum iterations.

pub fn with_tolerance(self, tol: f64) -> Self

Builder: set tolerance.

pub fn with_damping(self, d: LbpDampingPolicy) -> Self

Builder: set damping policy.

pub fn with_schedule(self, s: UpdateSchedule) -> Self

Builder: set update schedule.

Trait Implementations

impl Clone for LoopyBpConfig

fn clone(&self) -> LoopyBpConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LoopyBpConfig

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

Formats the value using the given formatter.

impl Default for LoopyBpConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for LoopyBpConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for LoopyBpConfig

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.