pub struct MarkovRandomField { /* private fields */ }Expand description
Markov Random Field builder (undirected graphical model).
Implementations§
Source§impl MarkovRandomField
impl MarkovRandomField
Sourcepub fn add_variable(&mut self, name: String, cardinality: usize) -> &mut Self
pub fn add_variable(&mut self, name: String, cardinality: usize) -> &mut Self
Add a variable node.
Sourcepub fn add_pairwise_potential(
&mut self,
var1: String,
var2: String,
potential: ArrayD<f64>,
) -> Result<&mut Self>
pub fn add_pairwise_potential( &mut self, var1: String, var2: String, potential: ArrayD<f64>, ) -> Result<&mut Self>
Add a pairwise potential φ(x_i, x_j).
Sourcepub fn add_unary_potential(
&mut self,
var: String,
potential: ArrayD<f64>,
) -> Result<&mut Self>
pub fn add_unary_potential( &mut self, var: String, potential: ArrayD<f64>, ) -> Result<&mut Self>
Add a unary potential φ(x_i).
Sourcepub fn graph(&self) -> &FactorGraph
pub fn graph(&self) -> &FactorGraph
Get the underlying factor graph.
Trait Implementations§
Auto Trait Implementations§
impl Freeze for MarkovRandomField
impl RefUnwindSafe for MarkovRandomField
impl Send for MarkovRandomField
impl Sync for MarkovRandomField
impl Unpin for MarkovRandomField
impl UnwindSafe for MarkovRandomField
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> 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>
otherwise. Read moreSource§impl<T> Pointable for T
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.