Struct TemporalPredictor 

pub struct TemporalPredictor { /* private fields */ }

Temporal lead predictor using sublinear local solvers

Implementations

impl TemporalPredictor

pub fn new(distance: Distance) -> Self

Create predictor for given distance

pub fn with_epsilon(self, epsilon: f64) -> Self

Set accuracy parameter epsilon

pub fn with_method(self, method: SolverMethod) -> Self

Set solver method

pub fn predict_functional( &self, matrix: &Matrix, b: &Vector, target: &Vector, ) -> Result<PredictionResult>

Predict linear functional t^T x* without computing full solution This is the key sublinear operation - we compute ONLY the functional, not the entire solution vector

pub fn validate_causality(&self, result: &PredictionResult) -> (bool, String)

Validate that prediction preserves causality