Struct GaussianEP

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pub struct GaussianEP { /* private fields */ }

Expand description

Gaussian EP for continuous variables with moment matching.

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impl GaussianEP

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pub fn new(max_iterations: usize, tolerance: f64, damping: f64) -> Self

Create a new Gaussian EP instance.

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pub fn compute_moments( &self, cavity: &GaussianSite, _true_factor_callback: impl Fn(f64) -> f64, ) -> (f64, f64)

Compute Gaussian moments (mean, variance) from a tilted distribution.

This is a placeholder for moment computation. In practice, you would:

Compute cavity distribution
Multiply by true factor
Compute mean and variance of the result

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pub fn match_moments( &self, cavity: &GaussianSite, tilted_mean: f64, tilted_var: f64, ) -> GaussianSite

Match moments to update site.

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pub fn damp_site( &self, old_site: &GaussianSite, new_site: &GaussianSite, ) -> GaussianSite

Apply damping to site update.

Trait Implementations§

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impl Default for GaussianEP

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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 GaussianEP

Blanket Implementations§

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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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