Trait opensrdk_probability::distribution::random_variable::RandomVariable

source · [−]

pub trait RandomVariable: Clone + Debug + Send + Sync {
    type RestoreInfo: Eq;

    fn transform_vec(&self) -> (Vec<f64>, Self::RestoreInfo);
    fn len(&self) -> usize;
    fn restore(
        v: &[f64], 
        info: &Self::RestoreInfo
    ) -> Result<Self, DistributionError>;
}

Required Associated Types

type RestoreInfo: Eq

Required Methods

fn transform_vec(&self) -> (Vec<f64>, Self::RestoreInfo )

fn len(&self) -> usize

fn restore(
v: &[f64 ],
info: &Self::RestoreInfo
) -> Result<Self, DistributionError>

Implementations on Foreign Types

impl RandomVariable for ()

type RestoreInfo = ()

fn transform_vec(&self) -> (Vec<f64>, Self::RestoreInfo )

fn len(&self) -> usize

fn restore(v: &[f64 ], _: &Self::RestoreInfo) -> Result<Self, DistributionError>

impl RandomVariable for f64

type RestoreInfo = ()

fn transform_vec(&self) -> (Vec<f64>, Self::RestoreInfo )

fn len(&self) -> usize

fn restore(v: &[f64 ], _: &Self::RestoreInfo) -> Result<Self, DistributionError>

impl RandomVariable for u64

type RestoreInfo = u64

fn transform_vec(&self) -> (Vec<f64>, Self::RestoreInfo )

fn len(&self) -> usize

fn restore(
v: &[f64 ],
info: &Self::RestoreInfo
) -> Result<Self, DistributionError>

impl RandomVariable for usize

type RestoreInfo = usize

fn transform_vec(&self) -> (Vec<f64>, Self::RestoreInfo )

fn len(&self) -> usize

fn restore(
v: &[f64 ],
info: &Self::RestoreInfo
) -> Result<Self, DistributionError>

impl RandomVariable for bool

type RestoreInfo = bool

fn transform_vec(&self) -> (Vec<f64>, Self::RestoreInfo )

fn len(&self) -> usize

fn restore(
v: &[f64 ],
info: &Self::RestoreInfo
) -> Result<Self, DistributionError>

impl RandomVariable for Matrix

type RestoreInfo = usize

fn transform_vec(&self) -> (Vec<f64>, Self::RestoreInfo )

fn len(&self) -> usize

fn restore(
v: &[f64 ],
info: &Self::RestoreInfo
) -> Result<Self, DistributionError>

impl RandomVariable for PPTRF

type RestoreInfo = usize

fn transform_vec(&self) -> (Vec<f64>, Self::RestoreInfo )

fn len(&self) -> usize

fn restore(
v: &[f64 ],
info: &Self::RestoreInfo
) -> Result<Self, DistributionError>

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

type RestoreInfo = (usize, <T as RandomVariable>::RestoreInfo, <U as RandomVariable>::RestoreInfo )

fn transform_vec(&self) -> (Vec<f64>, Self::RestoreInfo )

fn len(&self) -> usize

fn restore(
v: &[f64 ],
info: &Self::RestoreInfo
) -> Result<Self, DistributionError>

impl<T> RandomVariable for Vec<T> where
T: RandomVariable,

type RestoreInfo = (Vec<usize, Global>, Vec<<T as RandomVariable>::RestoreInfo, Global>)

fn transform_vec(&self) -> (Vec<f64>, Self::RestoreInfo )

fn len(&self) -> usize

fn restore(
v: &[f64 ],
info: &Self::RestoreInfo
) -> Result<Self, DistributionError>

Implementors

impl RandomVariable for PitmanYorGibbsSample

type RestoreInfo = bool

impl RandomVariable for DirichletParams

type RestoreInfo = usize

impl RandomVariable for BetaParams

type RestoreInfo = ()

impl RandomVariable for CauchyParams

type RestoreInfo = ()

impl RandomVariable for NormalParams

type RestoreInfo = ()

impl RandomVariable for ExactEllipticalParams

type RestoreInfo = usize

impl RandomVariable for ExactMultivariateStudentTParams

type RestoreInfo = usize

impl RandomVariable for StudentTParams

type RestoreInfo = ()

impl RandomVariable for ExpParams

type RestoreInfo = ()

impl RandomVariable for FisherFParams

type RestoreInfo = ()

impl RandomVariable for InverseWishartParams

type RestoreInfo = usize

impl RandomVariable for NormalInverseWishartParams

type RestoreInfo = usize

impl RandomVariable for WishartParams

type RestoreInfo = usize

impl RandomVariable for ChiSquaredParams

type RestoreInfo = ()

impl RandomVariable for GammaParams

type RestoreInfo = ()

impl RandomVariable for GeometricParams

type RestoreInfo = ()

impl RandomVariable for BernoulliParams

type RestoreInfo = ()

impl RandomVariable for CategoricalParams

type RestoreInfo = usize

impl RandomVariable for BinomialParams

type RestoreInfo = u64

impl RandomVariable for MultinomialParams

type RestoreInfo = u64

impl RandomVariable for PoissonParams

type RestoreInfo = ()

impl RandomVariable for StickBreakingProcessParams

type RestoreInfo = ()

impl<'a, G0, TH> RandomVariable for PitmanYorGibbsParams<'a, G0, TH> where
G0: Distribution<Value = TH, Condition = ()>,
TH: RandomVariable,

type RestoreInfo = ()

impl<K, T> RandomVariable for ExactEllipticalProcessParams<K, T> where
K: PositiveDefiniteKernel<T>,
T: RandomVariable,

type RestoreInfo = ()

impl<K, T> RandomVariable for KissLoveEllipticalProcessParams<K, T> where
K: PositiveDefiniteKernel<Vec<f64>>,
T: RandomVariable + Convolutable,

type RestoreInfo = ()

impl<K, T> RandomVariable for SparseEllipticalProcessParams<K, T> where
K: PositiveDefiniteKernel<T>,
T: RandomVariable,

type RestoreInfo = ()