Struct InferenceEngine 

pub struct InferenceEngine { /* private fields */ }

Main inference engine.

Combines linguistic features, delta analysis, and Bayesian updating to produce axis estimates with full provenance.

Implementations

impl InferenceEngine

pub fn new() -> Self

Create a new engine with default configuration.

pub fn with_config(config: InferenceConfig) -> Self

Create an engine with custom configuration.

pub fn with_bayesian_config(bayesian_config: BayesianConfig) -> Self

Create an engine with custom Bayesian configuration.

pub fn infer(&self, text: &str) -> InferredState

Infer state from a single message (no baseline).

Uses linguistic features only.

pub fn infer_from_features( &self, features: &LinguisticFeatures, ) -> InferredState

Infer from pre-extracted features.

Applies research-validated confidence scaling (TASK-016):

• Word count scaling (shorter texts = lower confidence)
• Axis-specific caps (based on evidence strength)

pub fn infer_with_baseline( &self, text: &str, baseline: &mut Baseline, current_state: Option<&InferredState>, ) -> InferredState

Infer with baseline context (enables delta analysis).

This is the full pipeline: linguistic + delta + Bayesian.

pub fn infer_with_features_and_baseline( &self, features: &LinguisticFeatures, baseline: &mut Baseline, current_state: Option<&InferredState>, ) -> InferredState

Full inference from features with baseline.

pub fn extract_features(&self, text: &str) -> LinguisticFeatures

Extract features without inference (useful for external analysis).

pub fn new_baseline(&self) -> Baseline

Create a new baseline tracker.

Trait Implementations

impl Clone for InferenceEngine

fn clone(&self) -> InferenceEngine

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for InferenceEngine

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

Formats the value using the given formatter.

impl Default for InferenceEngine

fn default() -> Self

Returns the “default value” for a type.