[−][src]Struct goko::plugins::discrete::dirichlet::Dirichlet
Simple probability density function for where things go by count
Implementations
impl Dirichlet[src]
pub fn new() -> Dirichlet[src]
New all 0 Dirichlet distribution. The child counts are uninitialized
pub fn weight(&mut self, weight: f64)[src]
Multiplies all parameters by this weight
pub fn total(&self) -> f64[src]
The total of the parameters. This is a proxy for the total count, and the "concentration" of the distribution
pub fn prob_vector(&self) -> Option<(Vec<(NodeAddress, f64)>, f64)>[src]
Gives the probability vector for this
pub fn ln_prob_vector(&self) -> Option<(Vec<(NodeAddress, f64)>, f64)>[src]
Gives the probability vector for this
pub fn add_observation(&mut self, loc: Option<NodeAddress>)[src]
Adds a single observation to the Dirichlet distribution. Mutates the distribution in place to the posterior given the new evidence.
pub fn add_evidence(&mut self, other: &Categorical)[src]
Adds a a group of observations to the Dirichlet distribution. Mutates the distribution in place to the posterior given the new evidence.
pub fn posterior_kl_divergence(&self, other: &Categorical) -> Option<f64>[src]
Computes KL(prior || posterior), where the prior is the distribution and the posterior is based on the evidence provided.
pub fn ln_pdf(&self, loc: Option<&NodeAddress>) -> Option<f64>[src]
Computes the log of the expected PDF of the Dirichlet distribution
pub fn sample<R: Rng>(&self, rng: &mut R) -> Option<NodeAddress>[src]
Samples from the expected PDF of the Dirichlet distribution
pub fn kl_divergence(&self, other: &Dirichlet) -> Option<f64>[src]
from http://bariskurt.com/kullback-leibler-divergence-between-two-dirichlet-and-beta-distributions/ We assume that the Dirichlet distribution passed into this one is conditioned on this one! It assumes they have the same keys!
Trait Implementations
impl Clone for Dirichlet[src]
impl Debug for Dirichlet[src]
impl Default for Dirichlet[src]
impl<D: PointCloud> NodePlugin<D> for Dirichlet[src]
Auto Trait Implementations
impl RefUnwindSafe for Dirichlet[src]
impl Send for Dirichlet[src]
impl Sync for Dirichlet[src]
impl Unpin for Dirichlet[src]
impl UnwindSafe for Dirichlet[src]
Blanket Implementations
impl<T> Any for T where
T: 'static + ?Sized, [src]
T: 'static + ?Sized,
impl<T> Borrow<T> for T where
T: ?Sized, [src]
T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized, [src]
T: ?Sized,
pub fn borrow_mut(&mut self) -> &mut T[src]
impl<T, U> Cast<U> for T where
U: FromCast<T>,
U: FromCast<T>,
pub fn cast(self) -> U
impl<T> From<T> for T[src]
impl<T> FromCast<T> for T
pub fn from_cast(t: T) -> T
impl<T, U> Into<U> for T where
U: From<T>, [src]
U: From<T>,
impl<T> Pointable for T
pub const ALIGN: usize
type Init = T
The type for initializers.
pub unsafe fn init(init: <T as Pointable>::Init) -> usize
pub unsafe fn deref<'a>(ptr: usize) -> &'a T
pub unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T
pub unsafe fn drop(ptr: usize)
impl<T> Same<T> for T
type Output = T
Should always be Self
impl<SS, SP> SupersetOf<SS> for SP where
SS: SubsetOf<SP>,
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]
T: Clone,
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<U> for T where
U: Into<T>, [src]
U: Into<T>,
type Error = Infallible
The type returned in the event of a conversion error.
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]
U: TryFrom<T>,
type Error = <U as TryFrom<T>>::Error
The type returned in the event of a conversion 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>,
V: MultiLane<T>,