Expand description
§prism
ML and analytics capabilities as Suggestors for the Converge Engine.
Access through FeatureAgent and the training pipeline agents.
Register them in a formation for data-driven convergence.
§Usage
ⓘ
use prism::FeatureAgent;
engine.register_suggestor(FeatureAgent::new(config));§Available Suggestors
FeatureAgent— Polars-based feature extractionInferenceAgent— Burn-based inference over feature vectors- Training pipeline suggestors — dataset, validation, feature engineering, training, evaluation, registry, monitoring, deployment
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::RankingPack;pub use packs::RegressionPack;pub use packs::SegmentationPack;pub use packs::SimilarityPack;pub use packs::TrendDetectionPack;pub use training::DataValidationAgent;pub use training::DatasetAgent;pub use training::DeploymentAgent;pub use training::FeatureEngineeringAgent;pub use training::HyperparameterSearchAgent;pub use training::ModelEvaluationAgent;pub use training::ModelRegistryAgent;pub use training::ModelTrainingAgent;pub use training::MonitoringAgent;pub use training::SampleInferenceAgent;