pub struct AnomalyDetector { /* private fields */ }Expand description
Anomaly detection using statistical methods
Implementations§
Source§impl AnomalyDetector
impl AnomalyDetector
pub fn new(threshold_multiplier: f64) -> Self
Sourcepub fn detect_zscore(&self, series: &TimeSeries) -> Vec<(usize, f64)>
pub fn detect_zscore(&self, series: &TimeSeries) -> Vec<(usize, f64)>
Detect anomalies using z-score
Sourcepub fn detect_iqr(&self, series: &TimeSeries) -> Vec<(usize, f64)>
pub fn detect_iqr(&self, series: &TimeSeries) -> Vec<(usize, f64)>
Detect anomalies using IQR method
Trait Implementations§
Source§impl Clone for AnomalyDetector
impl Clone for AnomalyDetector
Source§fn clone(&self) -> AnomalyDetector
fn clone(&self) -> AnomalyDetector
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreAuto Trait Implementations§
impl Freeze for AnomalyDetector
impl RefUnwindSafe for AnomalyDetector
impl Send for AnomalyDetector
impl Sync for AnomalyDetector
impl Unpin for AnomalyDetector
impl UnwindSafe for AnomalyDetector
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> FutureExt for T
impl<T> FutureExt for T
Source§fn with_context(self, otel_cx: Context) -> WithContext<Self>
fn with_context(self, otel_cx: Context) -> WithContext<Self>
Source§fn with_current_context(self) -> WithContext<Self>
fn with_current_context(self) -> WithContext<Self>
Source§impl<T> Instrument for T
impl<T> Instrument for T
Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§impl<T> IntoRequest<T> for T
impl<T> IntoRequest<T> for T
Source§fn into_request(self) -> Request<T>
fn into_request(self) -> Request<T>
Wrap the input message
T in a tonic::Request