Crate prism 

prism

Closed-form analytics and inference Suggestors for the Converge Engine.

Prism owns hand-authored, deterministic inference: feature extraction, inference packs, and fuzzy inference (Mamdani / Sugeno / Tsukamoto). Training-pipeline concerns — dataset loading, train/val split, hyperparameter search, model fitting, registry, and deployment — live in crucible-models. The boundary is: prism never fits, crucible never owns expert rules.

Usage

use prism::FeatureAgent;

engine.register_suggestor(FeatureAgent::new(config));

Available Suggestors

• FeatureAgent — Polars-based feature extraction
• InferenceAgent — Burn-based inference over feature vectors
• FuzzyInferencePack — fuzzy membership and rule inference

Re-exports

pub use engine::FeatureAgent;

pub use model::InferenceAgent;

pub use packs::AnomalyDetectionPack;

pub use packs::ClassificationPack;

pub use packs::DescriptiveStatsPack;

pub use packs::ForecastingPack;

pub use packs::FuzzyInferencePack;

pub use packs::NaiveBayesPack;

pub use packs::RankingPack;

pub use packs::RegressionPack;

pub use packs::SegmentationPack;

pub use packs::SimilarityPack;

pub use packs::TrendDetectionPack;

pub use provenance::PRISM_PROVENANCE;

pub use provenance::Prism;

pub use provenance::prism_execution_identity;

Modules

batch

Batch feature extraction utilities for temporal anomaly detection.

engine

fuzzy

model

packs

provenance

Prism’s ProvenanceSource marker.

suggestor