[][src]Struct goko::plugins::discrete::categorical::Categorical

pub struct Categorical { /* fields omitted */ }

Simple probability density function for where things go by count Stored as a flat vector in the order of the node addresses.

Implementations

impl Categorical[src]

pub fn new() -> Categorical[src]

Creates a new empty bucket probability

pub fn total(&self) -> f64[src]

Total input to this categorical distribution.

pub fn prob_vector(&self) -> Option<(Vec<(NodeAddress, f64)>, f64)>[src]

Gives the probability vector for this

pub fn ln_pdf(&self, loc: Option<&NodeAddress>) -> Option<f64>[src]

Pass none if you want to test for a singleton, returns 0 if

pub fn sample<R: Rng>(&self, rng: &mut R) -> Option<NodeAddress>[src]

Samples from the given categorical distribution

pub fn kl_divergence(&self, other: &Categorical) -> Option<f64>[src]

Computes the KL divergence of two bucket probs. KL(self || other) Returns None if the support of the self is not a subset of the support of the other

Trait Implementations

impl Clone for Categorical[src]

impl Debug for Categorical[src]

impl Default for Categorical[src]

impl<D: PointCloud> NodePlugin<D> for Categorical[src]

Auto Trait Implementations

Blanket Implementations

impl<T> Any for T where
    T: 'static + ?Sized
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impl<T> Borrow<T> for T where
    T: ?Sized
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impl<T> BorrowMut<T> for T where
    T: ?Sized
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impl<T, U> Cast<U> for T where
    U: FromCast<T>, 

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

impl<T> FromCast<T> for T

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

type Init = T

The type for initializers.

impl<T> Same<T> for T

type Output = T

Should always be Self

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

impl<T> ToOwned for T where
    T: Clone
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type Owned = T

The resulting type after obtaining ownership.

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.

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.

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