Struct opensrdk_probability::mcmc::elliptical_slice_sampling::EllipticalSliceSampler

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pub struct EllipticalSliceSampler<'a, L, P, A, B>where
    L: Distribution<Value = A, Condition = B>,
    P: SampleableDistribution<Value = B, Condition = ()>,
    A: RandomVariable,
    B: RandomVariable,{ /* private fields */ }

Expand description

Sample b from posterior p(b|a) with likelihood p(a|b) and prior p(b) b must be generated by elliptical distribution

Implementations

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impl<'a, L, P, A, B> EllipticalSliceSampler<'a, L, P, A, B>where
 L: Distribution<Value = A, Condition = B>,
 P: SampleableDistribution<Value = B, Condition = ()>,
 A: RandomVariable,
 B: RandomVariable,

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pub fn new(value: &'a A, likelihood: &'a L, prior: &'a P) -> Self

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pub fn sample(&self, rng: &mut dyn RngCore) -> Result<B, DistributionError>

Auto Trait Implementations

impl<'a, L, P, A, B> RefUnwindSafe for EllipticalSliceSampler<'a, L, P, A, B>where
 A: RefUnwindSafe,
 L: RefUnwindSafe,
 P: RefUnwindSafe,

impl<'a, L, P, A, B> Send for EllipticalSliceSampler<'a, L, P, A, B>

impl<'a, L, P, A, B> Sync for EllipticalSliceSampler<'a, L, P, A, B>

impl<'a, L, P, A, B> Unpin for EllipticalSliceSampler<'a, L, P, A, B>

impl<'a, L, P, A, B> UnwindSafe for EllipticalSliceSampler<'a, L, P, A, B>where
 A: RefUnwindSafe,
 L: RefUnwindSafe,
 P: RefUnwindSafe,

Blanket Implementations

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impl<T> Any for Twhere
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 Twhere
T: ?Sized,

const: unstable · source

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

const: unstable · source

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

const: unstable · source

fn from(t: T) -> T

Returns the argument unchanged.

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

const: unstable · source

fn into(self) -> U

Calls U::from(self).

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

impl<T> Pointable for T

const ALIGN: usize = mem::align_of::<T>()

The alignment of pointer.

type Init = T

The type for initializers.

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

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impl<T, U> TryFrom for Twhere
U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>

Performs the conversion.

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impl<T, U> TryInto for Twhere
U: TryFrom<T>,

type Error = >::Error

The type returned in the event of a conversion error.

const: unstable · source

fn try_into(self) -> Result<U, >::Error>

Performs the conversion.

Struct opensrdk_probability::mcmc::elliptical_slice_sampling::EllipticalSliceSampler

Implementations

impl<'a, L, P, A, B> EllipticalSliceSampler<'a, L, P, A, B>where
    L: Distribution<Value = A, Condition = B>,
    P: SampleableDistribution<Value = B, Condition = ()>,
    A: RandomVariable,
    B: RandomVariable,

pub fn new(value: &'a A, likelihood: &'a L, prior: &'a P) -> Self

pub fn sample(&self, rng: &mut dyn RngCore) -> Result<B, DistributionError>

Auto Trait Implementations

impl<'a, L, P, A, B> RefUnwindSafe for EllipticalSliceSampler<'a, L, P, A, B>where
    A: RefUnwindSafe,
    L: RefUnwindSafe,
    P: RefUnwindSafe,

impl<'a, L, P, A, B> Send for EllipticalSliceSampler<'a, L, P, A, B>

impl<'a, L, P, A, B> Sync for EllipticalSliceSampler<'a, L, P, A, B>

impl<'a, L, P, A, B> Unpin for EllipticalSliceSampler<'a, L, P, A, B>

impl<'a, L, P, A, B> UnwindSafe for EllipticalSliceSampler<'a, L, P, A, B>where
    A: RefUnwindSafe,
    L: RefUnwindSafe,
    P: RefUnwindSafe,

Blanket Implementations

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

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

impl<T> From<T> for T

fn from(t: T) -> T

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

fn into(self) -> U

impl<T> Pointable for T

const ALIGN: usize = mem::align_of::<T>()

type Init = T

unsafe fn init(init: <T as Pointable>::Init) -> usize

unsafe fn deref<'a>(ptr: usize) -> &'a T

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

unsafe fn drop(ptr: usize)

impl<T, U> TryFrom<U> for Twhere
U: Into<T>,

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

impl<T, U> TryInto<U> for Twhere
U: TryFrom<T>,

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

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

impl<V, T> VZip<V> for Twhere
V: MultiLane<T>,

fn vzip(self) -> V

Struct opensrdk_probability::mcmc::elliptical_slice_sampling::EllipticalSliceSampler

Implementations

impl<'a, L, P, A, B> EllipticalSliceSampler<'a, L, P, A, B>where L: Distribution<Value = A, Condition = B>, P: SampleableDistribution<Value = B, Condition = ()>, A: RandomVariable, B: RandomVariable,

pub fn new(value: &'a A, likelihood: &'a L, prior: &'a P) -> Self

pub fn sample(&self, rng: &mut dyn RngCore) -> Result<B, DistributionError>

Auto Trait Implementations

impl<'a, L, P, A, B> RefUnwindSafe for EllipticalSliceSampler<'a, L, P, A, B>where A: RefUnwindSafe, L: RefUnwindSafe, P: RefUnwindSafe,

impl<'a, L, P, A, B> Send for EllipticalSliceSampler<'a, L, P, A, B>

impl<'a, L, P, A, B> Sync for EllipticalSliceSampler<'a, L, P, A, B>

impl<'a, L, P, A, B> Unpin for EllipticalSliceSampler<'a, L, P, A, B>

impl<'a, L, P, A, B> UnwindSafe for EllipticalSliceSampler<'a, L, P, A, B>where A: RefUnwindSafe, L: RefUnwindSafe, P: RefUnwindSafe,

Blanket Implementations

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

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

impl<T> From<T> for T

fn from(t: T) -> T

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

fn into(self) -> U

impl<T> Pointable for T

const ALIGN: usize = mem::align_of::<T>()

type Init = T

unsafe fn init(init: <T as Pointable>::Init) -> usize

unsafe fn deref<'a>(ptr: usize) -> &'a T

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

unsafe fn drop(ptr: usize)

impl<T, U> TryFrom<U> for Twhere U: Into<T>,

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

impl<T, U> TryInto<U> for Twhere U: TryFrom<T>,

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

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

impl<V, T> VZip<V> for Twhere V: MultiLane<T>,

fn vzip(self) -> V

impl<'a, L, P, A, B> EllipticalSliceSampler<'a, L, P, A, B>where
L: Distribution<Value = A, Condition = B>,
P: SampleableDistribution<Value = B, Condition = ()>,
A: RandomVariable,
B: RandomVariable,

impl<'a, L, P, A, B> RefUnwindSafe for EllipticalSliceSampler<'a, L, P, A, B>where
A: RefUnwindSafe,
L: RefUnwindSafe,
P: RefUnwindSafe,

impl<'a, L, P, A, B> UnwindSafe for EllipticalSliceSampler<'a, L, P, A, B>where
A: RefUnwindSafe,
L: RefUnwindSafe,
P: RefUnwindSafe,

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

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

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

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

impl<T, U> TryFrom<U> for Twhere
U: Into<T>,

impl<T, U> TryInto<U> for Twhere
U: TryFrom<T>,

impl<V, T> VZip<V> for Twhere
V: MultiLane<T>,