Struct AnalyticBackend

pub struct AnalyticBackend {
    config: AnalyticConfig,
}

Pure-Rust analytic feature extractor (non-differentiable).

Computes all temporal features using closed-form expressions. This is the baseline and fallback when no ML backend is available.

Fields

config: AnalyticConfig

Implementations

impl AnalyticBackend

pub fn new() -> Self

Create with default config.

pub fn with_config(config: AnalyticConfig) -> Self

Create with custom config.

Trait Implementations

impl Default for AnalyticBackend

fn default() -> Self

Returns the “default value” for a type.

impl TemporalOps for AnalyticBackend

fn extract_features( &self, trajectory: &[(i64, &[f32])], ) -> Result<Vec<f32>, AnalyticsError>

Extract a fixed-size feature vector from a trajectory.

fn feature_dim(&self, input_dim: usize) -> usize

Output feature dimensionality.

fn name(&self) -> &str

Backend name.