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Crate converge_analytics

Crate converge_analytics 

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Analytics and intelligence engine for Converge agents.

Provides data processing with Polars and ML training/inference with Burn.

  • batch: Temporal feature extraction and z-score analysis
  • engine: Analytics engine coordinator
  • model: Burn-based ML model definitions
  • training: Training pipeline with dataset, feature engineering, and model registry agents
  • [storage]: Async I/O helpers (feature storage)

Modulesยง

batch
Batch feature extraction utilities for temporal anomaly detection.
engine
ingest
File ingest: read CSV, Parquet, and Excel into Polars DataFrames.
model
training