Struct opensrdk_probability::mcmc::sir::ParticleFilter

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pub struct ParticleFilter<Y, X, DY, DX, PD>where
    Y: RandomVariable,
    X: RandomVariable + PartialEq,
    DY: Distribution<Value = Y, Condition = X>,
    DX: Distribution<Value = X, Condition = X>,
    PD: SampleableDistribution<Value = X, Condition = (Vec<X>, Vec<Y>)>,{ /* private fields */ }

Implementations

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impl<Y, X, DY, DX, PD> ParticleFilter<Y, X, DY, DX, PD>where
 Y: RandomVariable,
 X: RandomVariable + PartialEq,
 DY: Distribution<Value = Y, Condition = X>,
 DX: Distribution<Value = X, Condition = X>,
 PD: SampleableDistribution<Value = X, Condition = (Vec<X>, Vec<Y>)>,

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pub fn new(
 observable: Vec<Y>,
 distr_x: DX,
 distr_y: DY,
 proposal: PD
) -> Result<Self, DistributionError>

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pub fn filtering(
 &self,
 particles_initial: Vec<X>,
 thr: f64
) -> Result<Vec<ContinuousSamplesDistribution<X>>, DistributionError>

Auto Trait Implementations

impl<Y, X, DY, DX, PD> RefUnwindSafe for ParticleFilter<Y, X, DY, DX, PD>where
 DX: RefUnwindSafe,
 DY: RefUnwindSafe,
 PD: RefUnwindSafe,
 Y: RefUnwindSafe,

impl<Y, X, DY, DX, PD> Send for ParticleFilter<Y, X, DY, DX, PD>

impl<Y, X, DY, DX, PD> Sync for ParticleFilter<Y, X, DY, DX, PD>

impl<Y, X, DY, DX, PD> Unpin for ParticleFilter<Y, X, DY, DX, PD>where
 DX: Unpin,
 DY: Unpin,
 PD: Unpin,
 Y: Unpin,

impl<Y, X, DY, DX, PD> UnwindSafe for ParticleFilter<Y, X, DY, DX, PD>where
 DX: UnwindSafe,
 DY: UnwindSafe,
 PD: UnwindSafe,
 Y: UnwindSafe,

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::sir::ParticleFilter

Implementations

impl<Y, X, DY, DX, PD> ParticleFilter<Y, X, DY, DX, PD>where
    Y: RandomVariable,
    X: RandomVariable + PartialEq,
    DY: Distribution<Value = Y, Condition = X>,
    DX: Distribution<Value = X, Condition = X>,
    PD: SampleableDistribution<Value = X, Condition = (Vec<X>, Vec<Y>)>,

pub fn new(
    observable: Vec<Y>,
    distr_x: DX,
    distr_y: DY,
    proposal: PD
) -> Result<Self, DistributionError>

pub fn filtering(
    &self,
    particles_initial: Vec<X>,
    thr: f64
) -> Result<Vec<ContinuousSamplesDistribution<X>>, DistributionError>

Auto Trait Implementations

impl<Y, X, DY, DX, PD> RefUnwindSafe for ParticleFilter<Y, X, DY, DX, PD>where
    DX: RefUnwindSafe,
    DY: RefUnwindSafe,
    PD: RefUnwindSafe,
    Y: RefUnwindSafe,

impl<Y, X, DY, DX, PD> Send for ParticleFilter<Y, X, DY, DX, PD>

impl<Y, X, DY, DX, PD> Sync for ParticleFilter<Y, X, DY, DX, PD>

impl<Y, X, DY, DX, PD> Unpin for ParticleFilter<Y, X, DY, DX, PD>where
    DX: Unpin,
    DY: Unpin,
    PD: Unpin,
    Y: Unpin,

impl<Y, X, DY, DX, PD> UnwindSafe for ParticleFilter<Y, X, DY, DX, PD>where
    DX: UnwindSafe,
    DY: UnwindSafe,
    PD: UnwindSafe,
    Y: UnwindSafe,

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::sir::ParticleFilter

Implementations

impl<Y, X, DY, DX, PD> ParticleFilter<Y, X, DY, DX, PD>where Y: RandomVariable, X: RandomVariable + PartialEq, DY: Distribution<Value = Y, Condition = X>, DX: Distribution<Value = X, Condition = X>, PD: SampleableDistribution<Value = X, Condition = (Vec<X>, Vec<Y>)>,

pub fn new( observable: Vec<Y>, distr_x: DX, distr_y: DY, proposal: PD) -> Result<Self, DistributionError>

pub fn filtering( &self, particles_initial: Vec<X>, thr: f64) -> Result<Vec<ContinuousSamplesDistribution<X>>, DistributionError>

Auto Trait Implementations

impl<Y, X, DY, DX, PD> RefUnwindSafe for ParticleFilter<Y, X, DY, DX, PD>where DX: RefUnwindSafe, DY: RefUnwindSafe, PD: RefUnwindSafe, Y: RefUnwindSafe,

impl<Y, X, DY, DX, PD> Send for ParticleFilter<Y, X, DY, DX, PD>

impl<Y, X, DY, DX, PD> Sync for ParticleFilter<Y, X, DY, DX, PD>

impl<Y, X, DY, DX, PD> Unpin for ParticleFilter<Y, X, DY, DX, PD>where DX: Unpin, DY: Unpin, PD: Unpin, Y: Unpin,

impl<Y, X, DY, DX, PD> UnwindSafe for ParticleFilter<Y, X, DY, DX, PD>where DX: UnwindSafe, DY: UnwindSafe, PD: UnwindSafe, Y: UnwindSafe,

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<Y, X, DY, DX, PD> ParticleFilter<Y, X, DY, DX, PD>where
Y: RandomVariable,
X: RandomVariable + PartialEq,
DY: Distribution<Value = Y, Condition = X>,
DX: Distribution<Value = X, Condition = X>,
PD: SampleableDistribution<Value = X, Condition = (Vec<X>, Vec<Y>)>,

pub fn new(
observable: Vec<Y>,
distr_x: DX,
distr_y: DY,
proposal: PD
) -> Result<Self, DistributionError>

pub fn filtering(
&self,
particles_initial: Vec<X>,
thr: f64
) -> Result<Vec<ContinuousSamplesDistribution<X>>, DistributionError>

impl<Y, X, DY, DX, PD> RefUnwindSafe for ParticleFilter<Y, X, DY, DX, PD>where
DX: RefUnwindSafe,
DY: RefUnwindSafe,
PD: RefUnwindSafe,
Y: RefUnwindSafe,

impl<Y, X, DY, DX, PD> Unpin for ParticleFilter<Y, X, DY, DX, PD>where
DX: Unpin,
DY: Unpin,
PD: Unpin,
Y: Unpin,

impl<Y, X, DY, DX, PD> UnwindSafe for ParticleFilter<Y, X, DY, DX, PD>where
DX: UnwindSafe,
DY: UnwindSafe,
PD: UnwindSafe,
Y: UnwindSafe,

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>,