Trait Detector 

pub trait Detector: Send {
    // Required methods
    fn name() -> &'static str
       where Self: Sized;
    fn new(n_dimensions: usize) -> Self
       where Self: Sized;
    fn update(&mut self, point: &[f32]) -> f32;
}

Streaming detector interface used by Touchstone during evaluation.

update is called once per point and should return an anomaly score. Returning NaN is allowed (for example during warmup).

Required Methods

fn name() -> &'static str

where Self: Sized,

Display name used in the results DataFrame and comparison tables.

fn new(n_dimensions: usize) -> Self

where Self: Sized,

Initialize a new detector given the dimensionality of the stream.

fn update(&mut self, point: &[f32]) -> f32

Updates detector state with the next point and returns a score.

Implementors