Struct AnomalyDetector 

pub struct AnomalyDetector { /* private fields */ }

Anomaly detector for Jidoka-style training quality gates.

Implementations

impl AnomalyDetector

pub fn new(threshold_sigma: f64) -> Self

Create new anomaly detector with sigma threshold.

pub fn with_gradient_explosion_threshold(self, threshold: f64) -> Self

Set gradient explosion threshold.

pub fn with_gradient_vanishing_threshold(self, threshold: f64) -> Self

Set gradient vanishing threshold.

pub fn with_warmup(self, count: u64) -> Self

Set warmup count before anomaly detection activates.

pub fn check( &mut self, loss: f64, gradient_norm: f64, ) -> Option<TrainingAnomaly>

Check for training anomalies given loss and gradient norm.

pub fn anomaly_count(&self) -> u64

Get number of anomalies detected.

pub fn reset(&mut self)

Reset detector state.

Trait Implementations

impl Clone for AnomalyDetector

fn clone(&self) -> AnomalyDetector

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for AnomalyDetector

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.