Trait hyperopt::kernel::Density

pub trait Density<P, D> {
    // Required method
    fn density(&self, at: P) -> D;
}

Density function.

Type parameters

• [P]: parameter type
• [D]: density type

Required Methods

fn density(&self, at: P) -> D

Calculate density at the given point.

Implementors

impl<K, P, D> Density<P, D> for Component<K, P>

where K: Density<P, D>, P: Copy + Debug + Div<Output = P> + Sub<Output = P> + TryInto<D>, <P as TryInto<D>>::Error: Debug, D: Div<Output = D>,

impl<P, D> Density<P, D> for Uniform

where P: PartialOrd + FromPrimitive, D: Zero + One,

impl<P, D> Density<P, D> for Binomial<P, D>

where P: Copy + Integer + TryInto<D>, <P as TryInto<D>>::Error: Debug, D: Float,

impl<P, D, C> Density<P, D> for KernelDensityEstimator<C>

where C: Iterator + Clone, C::Item: Density<P, D>, P: Copy, D: Add<Output = D> + Div<Output = D> + FromPrimitive + Zero,

impl<T> Density<T, T> for Epanechnikov

where T: Copy + Add<Output = T> + Debug + Div<Output = T> + Mul<Output = T> + Neg<Output = T> + PartialOrd + Sub<Output = T> + FromPrimitive + One + Zero,

impl<T> Density<T, T> for Gaussian

where T: Debug + Float + FromPrimitive,