ProcessAnomalyDetector

quantrs2_device::process_tomography::results

Struct ProcessAnomalyDetector 

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pub struct ProcessAnomalyDetector {
    pub historical_data: Vec<ProcessMetrics>,
    pub threshold: f64,
    pub algorithm: AnomalyDetectionAlgorithm,
}
Expand description

Anomaly detection for process monitoring

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§historical_data: Vec<ProcessMetrics>

Historical process data

§threshold: f64

Anomaly detection threshold

§algorithm: AnomalyDetectionAlgorithm

Detection algorithm

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impl ProcessAnomalyDetector

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pub const fn new(threshold: f64, algorithm: AnomalyDetectionAlgorithm) -> Self

Create new anomaly detector

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pub fn add_process_metrics(&mut self, metrics: ProcessMetrics)

Add process metrics to historical data

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pub fn detect_anomaly( &self, current_metrics: &ProcessMetrics, ) -> DeviceResult<bool>

Detect anomalies in current process metrics

Trait Implementations§

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impl Clone for ProcessAnomalyDetector

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fn clone(&self) -> ProcessAnomalyDetector

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

Performs copy-assignment from source. Read more
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impl Debug for ProcessAnomalyDetector

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

Formats the value using the given formatter. Read more

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