Trait net_ensembles::sampling::histogram::HistogramIntervalDistance

pub trait HistogramIntervalDistance<T> {
    fn interval_distance_overlap<V>(
        &self, 
        val: V, 
        overlap: NonZeroUsize
    ) -> usize
    where
        V: Borrow<T>;
}

Distance metric for how far a value is from a valid interval

Required methods

fn interval_distance_overlap<V>(&self, val: V, overlap: NonZeroUsize) -> usize where
    V: Borrow<T>, 

Distance metric for how far a value is from a valid interval

• partitions in more intervals, checks which bin interval a bin corresponds to and returns distance of said interval to the target interval
• used for heuristiks
• overlap should be bigger 0, otherwise it will be set to 1

Implementors

impl<T> HistogramIntervalDistance<T> for HistogramFast<T> where
    T: PartialOrd<T> + Sub<T, Output = T> + NumCast + Copy,
    HistogramFast<T>: HistogramVal<T>, 

impl<T> HistogramIntervalDistance<T> for HistogramFloat<T> where
    T: Float + FromPrimitive + Zero + NumCast, 

impl<T> HistogramIntervalDistance<T> for HistogramInt<T> where
    T: Sub<T, Output = T> + Add<T, Output = T> + One + NumCast + Copy + Ord,