Struct bio::stats::bayesian::model::Model[−][src]

pub struct Model<L, Pr, Po, Payload = ()> where
    L: Likelihood<Payload>,
    Pr: Prior,
    Po: Posterior,
    Payload: Default,  { /* fields omitted */ }

Bayesian model, consisting of a prior, a posterior and a likelihood model. Thereby, Payload is a custom payload of the model instance. This can be used to define custom caching mechanisms. See here for an example.

Implementations

`impl<L, Pr, Po, Payload> Model<L, Pr, Po, Payload> where L: Likelihood<Payload>, Pr: Prior, Po: Posterior, Payload: Default,` [src]

`pub fn likelihood(&self) -> &L`[src]

`pub fn prior(&self) -> &Pr`[src]

`pub fn posterior(&self) -> &Po`[src]

`impl<L, Pr, Po, Payload> Model<L, Pr, Po, Payload> where L: Likelihood<Payload>, Pr: Prior, Po: Posterior, Payload: Default,` [src]

`pub fn likelihood_mut(&mut self) -> &mut L`[src]

`pub fn prior_mut(&mut self) -> &mut Pr`[src]

`pub fn posterior_mut(&mut self) -> &mut Po`[src]

`impl<Event, PosteriorEvent, Data, L, Pr, Po, Payload> Model<L, Pr, Po, Payload> where Payload: Default, Event: Hash + Eq + Clone, PosteriorEvent: Hash + Eq + Clone, L: Likelihood<Payload, Event = Event, Data = Data>, Pr: Prior<Event = Event>, Po: Posterior<BaseEvent = Event, Event = PosteriorEvent, Data = Data>,` [src]

`pub fn new(likelihood: L, prior: Pr, posterior: Po) -> Self`[src]

Create new instance.

`pub fn compute<U: IntoIterator<Item = PosteriorEvent>>( &self, universe: U, data: &Data ) -> ModelInstance<Event, PosteriorEvent>`[src]

Compute model for a given universe of events.

Trait Implementations

`impl<L: Clone, Pr: Clone, Po: Clone, Payload: Clone> Clone for Model<L, Pr, Po, Payload> where L: Likelihood<Payload>, Pr: Prior, Po: Posterior, Payload: Default,` [src]

`fn clone(&self) -> Model<L, Pr, Po, Payload>`[src]

`pub fn clone_from(&mut self, source: &Self)`1.0.0 [src]

`impl<L: Debug, Pr: Debug, Po: Debug, Payload: Debug> Debug for Model<L, Pr, Po, Payload> where L: Likelihood<Payload>, Pr: Prior, Po: Posterior, Payload: Default,` [src]

`fn fmt(&self, f: &mut Formatter<'_>) -> Result`[src]

Auto Trait Implementations

`impl<L, Pr, Po, Payload> RefUnwindSafe for Model<L, Pr, Po, Payload> where L: RefUnwindSafe, Payload: RefUnwindSafe, Po: RefUnwindSafe, Pr: RefUnwindSafe,`

`impl<L, Pr, Po, Payload> Send for Model<L, Pr, Po, Payload> where L: Send, Payload: Send, Po: Send, Pr: Send,`

`impl<L, Pr, Po, Payload> Sync for Model<L, Pr, Po, Payload> where L: Sync, Payload: Sync, Po: Sync, Pr: Sync,`

`impl<L, Pr, Po, Payload> Unpin for Model<L, Pr, Po, Payload> where L: Unpin, Payload: Unpin, Po: Unpin, Pr: Unpin,`

`impl<L, Pr, Po, Payload> UnwindSafe for Model<L, Pr, Po, Payload> where L: UnwindSafe, Payload: UnwindSafe, Po: UnwindSafe, Pr: UnwindSafe,`

Blanket Implementations

`impl<T> Any for T where T: 'static + ?Sized,` [src]

`pub fn type_id(&self) -> TypeId`[src]

`impl<T> Borrow<T> for T where T: ?Sized,` [src]

`pub fn borrow(&self) -> &T`[src]

`impl<T> BorrowMut<T> for T where T: ?Sized,` [src]

`pub fn borrow_mut(&mut self) -> &mut T`[src]

`impl<T> From<T> for T`[src]

`pub fn from(t: T) -> T`[src]

`impl<T, U> Into for T where U: From<T>,` [src]

`pub fn into(self) -> U`[src]

`impl<T> Same<T> for T`

`type Output = T`

Should always be Self

`impl<SS, SP> SupersetOf<SS> for SP where SS: SubsetOf<SP>,`

`pub fn to_subset(&self) -> Option<SS>`

`pub fn is_in_subset(&self) -> bool`

`pub unsafe fn to_subset_unchecked(&self) -> SS`

`pub fn from_subset(element: &SS) -> SP`

`impl<T> ToOwned for T where T: Clone,` [src]

`type Owned = T`

The resulting type after obtaining ownership.

`pub fn to_owned(&self) -> T`[src]

`pub fn clone_into(&self, target: &mut T)`[src]

`impl<T, U> TryFrom for T where U: Into<T>,` [src]

`type Error = Infallible`

The type returned in the event of a conversion error.

`pub fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>`[src]

`impl<T, U> TryInto for T where U: TryFrom<T>,` [src]

`type Error = >::Error`

The type returned in the event of a conversion error.

`pub fn try_into(self) -> Result<U, >::Error>`[src]

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

`pub fn vzip(self) -> V`

Struct bio::stats::bayesian::model::Model⎘[−][src]

Implementations

impl<L, Pr, Po, Payload> Model<L, Pr, Po, Payload> where L: Likelihood<Payload>, Pr: Prior, Po: Posterior, Payload: Default, [src]

pub fn likelihood(&self) -> &L[src]

pub fn prior(&self) -> &Pr[src]

pub fn posterior(&self) -> &Po[src]

impl<L, Pr, Po, Payload> Model<L, Pr, Po, Payload> where L: Likelihood<Payload>, Pr: Prior, Po: Posterior, Payload: Default, [src]

pub fn likelihood_mut(&mut self) -> &mut L[src]

pub fn prior_mut(&mut self) -> &mut Pr[src]

pub fn posterior_mut(&mut self) -> &mut Po[src]

pub fn new(likelihood: L, prior: Pr, posterior: Po) -> Self[src]

pub fn compute<U: IntoIterator<Item = PosteriorEvent>>( &self, universe: U, data: &Data) -> ModelInstance<Event, PosteriorEvent>[src]

Trait Implementations

impl<L: Clone, Pr: Clone, Po: Clone, Payload: Clone> Clone for Model<L, Pr, Po, Payload> where L: Likelihood<Payload>, Pr: Prior, Po: Posterior, Payload: Default, [src]

fn clone(&self) -> Model<L, Pr, Po, Payload>[src]

pub fn clone_from(&mut self, source: &Self)1.0.0[src]

impl<L: Debug, Pr: Debug, Po: Debug, Payload: Debug> Debug for Model<L, Pr, Po, Payload> where L: Likelihood<Payload>, Pr: Prior, Po: Posterior, Payload: Default, [src]

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

Auto Trait Implementations

impl<L, Pr, Po, Payload> RefUnwindSafe for Model<L, Pr, Po, Payload> where L: RefUnwindSafe, Payload: RefUnwindSafe, Po: RefUnwindSafe, Pr: RefUnwindSafe,

impl<L, Pr, Po, Payload> Send for Model<L, Pr, Po, Payload> where L: Send, Payload: Send, Po: Send, Pr: Send,

impl<L, Pr, Po, Payload> Sync for Model<L, Pr, Po, Payload> where L: Sync, Payload: Sync, Po: Sync, Pr: Sync,

impl<L, Pr, Po, Payload> Unpin for Model<L, Pr, Po, Payload> where L: Unpin, Payload: Unpin, Po: Unpin, Pr: Unpin,

impl<L, Pr, Po, Payload> UnwindSafe for Model<L, Pr, Po, Payload> where L: UnwindSafe, Payload: UnwindSafe, Po: UnwindSafe, Pr: UnwindSafe,

Blanket Implementations

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

pub fn type_id(&self) -> TypeId[src]

impl<T> Borrow<T> for T where T: ?Sized, [src]

pub fn borrow(&self) -> &T[src]

impl<T> BorrowMut<T> for T where T: ?Sized, [src]

pub fn borrow_mut(&mut self) -> &mut T[src]

impl<T> From<T> for T[src]

pub fn from(t: T) -> T[src]

impl<T, U> Into<U> for T where U: From<T>, [src]

pub fn into(self) -> U[src]

impl<T> Same<T> for T

type Output = T

impl<SS, SP> SupersetOf<SS> for SP where SS: SubsetOf<SP>,

pub fn to_subset(&self) -> Option<SS>

pub fn is_in_subset(&self) -> bool

pub unsafe fn to_subset_unchecked(&self) -> SS

pub fn from_subset(element: &SS) -> SP

impl<T> ToOwned for T where T: Clone, [src]

type Owned = T

pub fn to_owned(&self) -> T[src]

pub fn clone_into(&self, target: &mut T)[src]

impl<T, U> TryFrom<U> for T where U: Into<T>, [src]

type Error = Infallible

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

impl<T, U> TryInto<U> for T where U: TryFrom<T>, [src]

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

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

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

pub fn vzip(self) -> V

Struct bio::stats::bayesian::model::Model[−][src]

`impl<L, Pr, Po, Payload> Model<L, Pr, Po, Payload> where L: Likelihood<Payload>, Pr: Prior, Po: Posterior, Payload: Default,` [src]

`pub fn likelihood(&self) -> &L`[src]

`pub fn prior(&self) -> &Pr`[src]

`pub fn posterior(&self) -> &Po`[src]

`impl<L, Pr, Po, Payload> Model<L, Pr, Po, Payload> where L: Likelihood<Payload>, Pr: Prior, Po: Posterior, Payload: Default,` [src]

`pub fn likelihood_mut(&mut self) -> &mut L`[src]

`pub fn prior_mut(&mut self) -> &mut Pr`[src]

`pub fn posterior_mut(&mut self) -> &mut Po`[src]

`pub fn new(likelihood: L, prior: Pr, posterior: Po) -> Self`[src]

`pub fn compute<U: IntoIterator<Item = PosteriorEvent>>( &self, universe: U, data: &Data ) -> ModelInstance<Event, PosteriorEvent>`[src]

`impl<L: Clone, Pr: Clone, Po: Clone, Payload: Clone> Clone for Model<L, Pr, Po, Payload> where L: Likelihood<Payload>, Pr: Prior, Po: Posterior, Payload: Default,` [src]

`fn clone(&self) -> Model<L, Pr, Po, Payload>`[src]

`pub fn clone_from(&mut self, source: &Self)`1.0.0 [src]

`impl<L: Debug, Pr: Debug, Po: Debug, Payload: Debug> Debug for Model<L, Pr, Po, Payload> where L: Likelihood<Payload>, Pr: Prior, Po: Posterior, Payload: Default,` [src]

`fn fmt(&self, f: &mut Formatter<'_>) -> Result`[src]

`impl<L, Pr, Po, Payload> RefUnwindSafe for Model<L, Pr, Po, Payload> where L: RefUnwindSafe, Payload: RefUnwindSafe, Po: RefUnwindSafe, Pr: RefUnwindSafe,`

`impl<L, Pr, Po, Payload> Send for Model<L, Pr, Po, Payload> where L: Send, Payload: Send, Po: Send, Pr: Send,`

`impl<L, Pr, Po, Payload> Sync for Model<L, Pr, Po, Payload> where L: Sync, Payload: Sync, Po: Sync, Pr: Sync,`

`impl<L, Pr, Po, Payload> Unpin for Model<L, Pr, Po, Payload> where L: Unpin, Payload: Unpin, Po: Unpin, Pr: Unpin,`

`impl<L, Pr, Po, Payload> UnwindSafe for Model<L, Pr, Po, Payload> where L: UnwindSafe, Payload: UnwindSafe, Po: UnwindSafe, Pr: UnwindSafe,`

`impl<T> Any for T where T: 'static + ?Sized,` [src]

`pub fn type_id(&self) -> TypeId`[src]

`impl<T> Borrow<T> for T where T: ?Sized,` [src]

`pub fn borrow(&self) -> &T`[src]

`impl<T> BorrowMut<T> for T where T: ?Sized,` [src]

`pub fn borrow_mut(&mut self) -> &mut T`[src]

`impl<T> From<T> for T`[src]

`pub fn from(t: T) -> T`[src]

`impl<T, U> Into<U> for T where U: From<T>,` [src]

`pub fn into(self) -> U`[src]

`impl<T> Same<T> for T`

`type Output = T`

`impl<SS, SP> SupersetOf<SS> for SP where SS: SubsetOf<SP>,`

`pub fn to_subset(&self) -> Option<SS>`

`pub fn is_in_subset(&self) -> bool`

`pub unsafe fn to_subset_unchecked(&self) -> SS`

`pub fn from_subset(element: &SS) -> SP`

`impl<T> ToOwned for T where T: Clone,` [src]

`type Owned = T`

`pub fn to_owned(&self) -> T`[src]

`pub fn clone_into(&self, target: &mut T)`[src]

`impl<T, U> TryFrom<U> for T where U: Into<T>,` [src]

`type Error = Infallible`

`pub fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>`[src]

`impl<T, U> TryInto<U> for T where U: TryFrom<T>,` [src]

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

`pub fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>`[src]

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

`pub fn vzip(self) -> V`