pub struct CalibrationSystem { /* private fields */ }Expand description
Calibration preservation system for semantic search
Implementations§
Source§impl CalibrationSystem
impl CalibrationSystem
Sourcepub async fn new(config: CalibrationConfig) -> Result<Self>
pub async fn new(config: CalibrationConfig) -> Result<Self>
Create new calibration system
Sourcepub async fn establish_baseline(
&self,
samples: &[CalibrationSample],
) -> Result<()>
pub async fn establish_baseline( &self, samples: &[CalibrationSample], ) -> Result<()>
Establish baseline calibration before semantic features
Sourcepub async fn scale_features(
&self,
features: &HashMap<String, f32>,
) -> Result<HashMap<String, f32>>
pub async fn scale_features( &self, features: &HashMap<String, f32>, ) -> Result<HashMap<String, f32>>
Apply calibration-aware scaling to features
Sourcepub async fn apply_temperature_scaling(
&self,
prediction: f32,
query_type: &str,
language: Option<&str>,
) -> Result<f32>
pub async fn apply_temperature_scaling( &self, prediction: f32, query_type: &str, language: Option<&str>, ) -> Result<f32>
Apply temperature scaling to prediction
Sourcepub async fn update_calibration(
&self,
samples: &[CalibrationSample],
) -> Result<CalibrationStatus>
pub async fn update_calibration( &self, samples: &[CalibrationSample], ) -> Result<CalibrationStatus>
Update calibration measurements with new samples
Sourcepub async fn train_temperature_models(
&self,
samples: &[CalibrationSample],
) -> Result<()>
pub async fn train_temperature_models( &self, samples: &[CalibrationSample], ) -> Result<()>
Train temperature scaling models
Sourcepub async fn get_calibration_metrics(&self) -> CalibrationMetrics
pub async fn get_calibration_metrics(&self) -> CalibrationMetrics
Get current calibration metrics
Auto Trait Implementations§
impl !RefUnwindSafe for CalibrationSystem
impl !UnwindSafe for CalibrationSystem
impl Freeze for CalibrationSystem
impl Send for CalibrationSystem
impl Sync for CalibrationSystem
impl Unpin for CalibrationSystem
impl UnsafeUnpin for CalibrationSystem
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