Struct MarkovRandomField

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pub struct MarkovRandomField { /* private fields */ }

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Markov Random Field builder (undirected graphical model).

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impl MarkovRandomField

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pub fn new() -> Self

Create a new MRF.

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pub fn add_variable(&mut self, name: String, cardinality: usize) -> &mut Self

Add a variable node.

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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).

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pub fn add_unary_potential( &mut self, var: String, potential: ArrayD<f64>, ) -> Result<&mut Self>

Add a unary potential φ(x_i).

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pub fn graph(&self) -> &FactorGraph

Get the underlying factor graph.

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impl Default for MarkovRandomField

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl UnwindSafe for MarkovRandomField

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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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 more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

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 more

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