Struct PredictionSimulation 

pub struct PredictionSimulation { /* private fields */ }

Simulated inference scenario for reproducible prediction testing.

Implementations

impl PredictionSimulation

pub fn new(seed: u64) -> Self

Create new prediction simulation with deterministic seed.

pub fn with_config(seed: u64, config: InferenceConfig) -> Self

Create with custom configuration.

pub fn config(&self) -> &InferenceConfig

Get inference configuration.

pub fn predict<F>( &mut self, input: &[f64], model_fn: F, ) -> SimResult<PredictionState>

where F: FnOnce(&[f64]) -> Vec<f64>,

Simulate single prediction using a model function.

The model_fn takes input and returns output vector.

Errors

Returns error if model prediction fails.

pub fn predict_batch<F>( &mut self, inputs: &[Vec<f64>], model_fn: F, ) -> SimResult<Vec<PredictionState>>

where F: Fn(&[f64]) -> Vec<f64>,

Simulate batch prediction.

Errors

Returns error if any prediction fails.

pub fn history(&self) -> &[PredictionState]

Get prediction history.

pub fn reset(&mut self, seed: u64)

Reset simulation state.