scirs2_stats::advanced_parallel_monte_carlo

Struct GaussianFunction

pub struct GaussianFunction {
    pub mean: Array1<f64>,
    pub covariance: Array2<f64>,
    pub lower_bounds: Array1<f64>,
    pub upper_bounds: Array1<f64>,
}

Expand description

Gaussian function for testing

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§mean: Array1<f64>§covariance: Array2<f64>§lower_bounds: Array1<f64>§upper_bounds: Array1<f64>

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impl GaussianFunction

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pub fn new(mean: Array1<f64>, covariance: Array2<f64>) -> Self

Trait Implementations§

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impl IntegrableFunction<f64> for GaussianFunction

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fn evaluate(&self, x: &ArrayView1<'_, f64>) -> f64

Evaluate function at given point

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fn dimension(&self) -> usize

Get integration domain dimension

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fn bounds(&self) -> (Array1<f64>, Array1<f64>)

Get integration bounds (lower, upper)

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fn importance_density(&self, x: &ArrayView1<'_, F>) -> Option<F>

Provide importance sampling density (optional)

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fn control_variate(&self, x: &ArrayView1<'_, F>) -> Option<F>

Provide control variate function (optional)

Auto Trait Implementations§

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impl UnwindSafe for GaussianFunction

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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