pub struct LoopyBpResult {
pub beliefs: HashMap<String, Array1<f64>>,
pub factor_beliefs: HashMap<String, ArrayD<f64>>,
pub convergence: LbpConvergenceMonitor,
pub bethe: Option<BetheFreeEnergy>,
pub cycle_analysis: CycleAnalysis,
}Expand description
Full output from a Loopy BP run.
Fields§
§beliefs: HashMap<String, Array1<f64>>Variable marginal beliefs: var_name → probability vector.
factor_beliefs: HashMap<String, ArrayD<f64>>Factor joint beliefs: factor_id → joint probability tensor.
convergence: LbpConvergenceMonitorConvergence monitor with full iteration history.
bethe: Option<BetheFreeEnergy>Bethe free energy (if config.compute_bethe was set).
cycle_analysis: CycleAnalysisCycle analysis of the input factor graph.
Trait Implementations§
Source§impl Clone for LoopyBpResult
impl Clone for LoopyBpResult
Source§fn clone(&self) -> LoopyBpResult
fn clone(&self) -> LoopyBpResult
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreAuto Trait Implementations§
impl Freeze for LoopyBpResult
impl RefUnwindSafe for LoopyBpResult
impl Send for LoopyBpResult
impl Sync for LoopyBpResult
impl Unpin for LoopyBpResult
impl UnsafeUnpin for LoopyBpResult
impl UnwindSafe for LoopyBpResult
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
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impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.