Struct opensrdk_probability::mcmc::slice_sampling::SliceSampler

source · [−]

pub struct SliceSampler<L, P, A> where
    L: Distribution<Value = A, Condition = f64>,
    P: Distribution<Value = f64, Condition = ()>,
    A: RandomVariable,  { /* private fields */ }

Expand description

Sample b from posterior p(b|a) with likelihood p(a|b) and prior p(b) Unbounded Slice Sampling http://chasen.org/~daiti-m/diary/?201510

Implementations

source

impl<L, P, A> SliceSampler<L, P, A> where
 L: Distribution<Value = A, Condition = f64>,
 P: Distribution<Value = f64, Condition = ()>,
 A: RandomVariable,

source

pub fn new(value: A, likelihood: L, prior: P) -> Result<Self, DistributionError>

source

pub fn sample(
 &self,
 x: f64,
 max_iter: usize,
 rng: &mut dyn RngCore
) -> Result<f64, DistributionError>

Auto Trait Implementations

impl<L, P, A> RefUnwindSafe for SliceSampler<L, P, A> where
 A: RefUnwindSafe,
 L: RefUnwindSafe,
 P: RefUnwindSafe,

impl<L, P, A> Send for SliceSampler<L, P, A>

impl<L, P, A> Sync for SliceSampler<L, P, A>

impl<L, P, A> Unpin for SliceSampler<L, P, A> where
 A: Unpin,
 L: Unpin,
 P: Unpin,

impl<L, P, A> UnwindSafe for SliceSampler<L, P, A> where
 A: UnwindSafe,
 L: UnwindSafe,
 P: UnwindSafe,

Blanket Implementations

source

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

source

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

source

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

const: unstable · source

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

source

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

const: unstable · source

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

Mutably borrows from an owned value. Read more

source

impl<T> From<T> for T

const: unstable · source

fn from(t: T) -> T

Returns the argument unchanged.

source

impl<T, U> Into for T where
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::()

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

source

impl<T, U> TryFrom for T where
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.

source

impl<T, U> TryInto for T where
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::slice_sampling::SliceSampler

Implementations

impl<L, P, A> SliceSampler<L, P, A> where
    L: Distribution<Value = A, Condition = f64>,
    P: Distribution<Value = f64, Condition = ()>,
    A: RandomVariable,

pub fn new(value: A, likelihood: L, prior: P) -> Result<Self, DistributionError>

pub fn sample(
    &self,
    x: f64,
    max_iter: usize,
    rng: &mut dyn RngCore
) -> Result<f64, DistributionError>

Auto Trait Implementations

impl<L, P, A> RefUnwindSafe for SliceSampler<L, P, A> where
    A: RefUnwindSafe,
    L: RefUnwindSafe,
    P: RefUnwindSafe,

impl<L, P, A> Send for SliceSampler<L, P, A>

impl<L, P, A> Sync for SliceSampler<L, P, A>

impl<L, P, A> Unpin for SliceSampler<L, P, A> where
    A: Unpin,
    L: Unpin,
    P: Unpin,

impl<L, P, A> UnwindSafe for SliceSampler<L, P, A> where
    A: UnwindSafe,
    L: UnwindSafe,
    P: UnwindSafe,

Blanket Implementations

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

fn into(self) -> U

impl<T> Pointable for T

const ALIGN: usize = mem::align_of::()

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 T where
U: Into<T>,

type Error = Infallible

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

impl<T, U> TryInto<U> for T where
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 T where
V: MultiLane<T>,

fn vzip(self) -> V

Struct opensrdk_probability::mcmc::slice_sampling::SliceSampler

Implementations

impl<L, P, A> SliceSampler<L, P, A> where L: Distribution<Value = A, Condition = f64>, P: Distribution<Value = f64, Condition = ()>, A: RandomVariable,

pub fn new(value: A, likelihood: L, prior: P) -> Result<Self, DistributionError>

pub fn sample( &self, x: f64, max_iter: usize, rng: &mut dyn RngCore) -> Result<f64, DistributionError>

Auto Trait Implementations

impl<L, P, A> RefUnwindSafe for SliceSampler<L, P, A> where A: RefUnwindSafe, L: RefUnwindSafe, P: RefUnwindSafe,

impl<L, P, A> Send for SliceSampler<L, P, A>

impl<L, P, A> Sync for SliceSampler<L, P, A>

impl<L, P, A> Unpin for SliceSampler<L, P, A> where A: Unpin, L: Unpin, P: Unpin,

impl<L, P, A> UnwindSafe for SliceSampler<L, P, A> where A: UnwindSafe, L: UnwindSafe, P: UnwindSafe,

Blanket Implementations

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

fn into(self) -> U

impl<T> Pointable for T

const ALIGN: usize = mem::align_of::()

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 T where U: Into<T>,

type Error = Infallible

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

impl<T, U> TryInto<U> for T where 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 T where V: MultiLane<T>,

fn vzip(self) -> V

impl<L, P, A> SliceSampler<L, P, A> where
L: Distribution<Value = A, Condition = f64>,
P: Distribution<Value = f64, Condition = ()>,
A: RandomVariable,

pub fn sample(
&self,
x: f64,
max_iter: usize,
rng: &mut dyn RngCore
) -> Result<f64, DistributionError>

impl<L, P, A> RefUnwindSafe for SliceSampler<L, P, A> where
A: RefUnwindSafe,
L: RefUnwindSafe,
P: RefUnwindSafe,

impl<L, P, A> Unpin for SliceSampler<L, P, A> where
A: Unpin,
L: Unpin,
P: Unpin,

impl<L, P, A> UnwindSafe for SliceSampler<L, P, A> where
A: UnwindSafe,
L: UnwindSafe,
P: UnwindSafe,

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

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

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

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

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

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

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