Struct ndarray_rand::rand_distr::NormalInverseGaussian

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pub struct NormalInverseGaussian<F>
where
    F: Float,
    StandardNormal: Distribution<F>,
    Standard: Distribution<F>,
{ /* private fields */ }
Expand description

The normal-inverse Gaussian distribution

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impl<F> NormalInverseGaussian<F>
where F: Float, StandardNormal: Distribution<F>, Standard: Distribution<F>,

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pub fn new(alpha: F, beta: F) -> Result<NormalInverseGaussian<F>, Error>

Construct a new NormalInverseGaussian distribution with the given alpha (tail heaviness) and beta (asymmetry) parameters.

Trait Implementations§

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impl<F> Clone for NormalInverseGaussian<F>
where F: Clone + Float, StandardNormal: Distribution<F>, Standard: Distribution<F>,

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fn clone(&self) -> NormalInverseGaussian<F>

Returns a copy of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<F> Debug for NormalInverseGaussian<F>
where F: Debug + Float, StandardNormal: Distribution<F>, Standard: Distribution<F>,

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fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter. Read more
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impl<F> Distribution<F> for NormalInverseGaussian<F>
where F: Float, StandardNormal: Distribution<F>, Standard: Distribution<F>,

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fn sample<R>(&self, rng: &mut R) -> F
where R: Rng + ?Sized,

Generate a random value of T, using rng as the source of randomness.
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fn sample_iter<R>(self, rng: R) -> DistIter<Self, R, T> ⓘ
where R: Rng, Self: Sized,

Create an iterator that generates random values of T, using rng as the source of randomness. Read more
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fn map<F, S>(self, func: F) -> DistMap<Self, F, T, S>
where F: Fn(T) -> S, Self: Sized,

Create a distribution of values of ‘S’ by mapping the output of Self through the closure F Read more
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impl<F> Copy for NormalInverseGaussian<F>
where F: Copy + Float, StandardNormal: Distribution<F>, Standard: Distribution<F>,

Auto Trait Implementations§

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impl<F> Freeze for NormalInverseGaussian<F>
where F: Freeze,

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impl<F> RefUnwindSafe for NormalInverseGaussian<F>
where F: RefUnwindSafe,

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impl<F> Send for NormalInverseGaussian<F>
where F: Send,

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impl<F> Sync for NormalInverseGaussian<F>
where F: Sync,

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impl<F> Unpin for NormalInverseGaussian<F>
where F: Unpin,

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impl<F> UnwindSafe for NormalInverseGaussian<F>
where F: UnwindSafe,

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> CloneToUninit for T
where T: Clone,

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default unsafe fn clone_to_uninit(&self, dst: *mut T)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dst. Read more
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impl<T> CloneToUninit for T
where T: Copy,

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unsafe fn clone_to_uninit(&self, dst: *mut T)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dst. 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<U> 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> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V