Struct ConformalPredictor 

pub struct ConformalPredictor { /* private fields */ }

Conformal predictor with bucketed calibration.

Implementations

impl ConformalPredictor

pub fn new(config: ConformalConfig) -> Self

Create a new predictor with the given config.

pub fn config(&self) -> &ConformalConfig

Access the configuration.

pub fn bucket_samples(&self, key: BucketKey) -> usize

Number of samples currently stored for a bucket.

pub fn reset_all(&mut self)

Clear calibration for all buckets.

pub fn reset_bucket(&mut self, key: BucketKey)

Clear calibration for a single bucket.

pub fn observe( &mut self, key: BucketKey, y_hat_us: f64, observed_us: f64, ) -> ConformalUpdate

Observe a realized frame time and update calibration.

pub fn predict( &self, key: BucketKey, y_hat_us: f64, budget_us: f64, ) -> ConformalPrediction

Predict a conservative upper bound for frame time.

Trait Implementations

impl Debug for ConformalPredictor

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

Formats the value using the given formatter.