Skip to content

API Reference

Two entry points, depending on where you sit in the pipeline:

  • Armatura -- wearable shield for a single 1D series (loss, sensor telemetry, token stream). Built on the hybrid engine.
  • Orca -- full input+output shield for an entire model. Built on the adaptive engine (AdaptiveSignalStabilizer, Stage 1) plus a Collatz-based gate (Stage 2).

Plus a standalone toolkit, independent of both:

  • Robust filters -- four classic anomaly detectors (Chauvenet, Tukey, Hampel, sigma-clipping) and pressure_valve, a Lagrange-multiplier minimum-variance orchestrator with a Jensen-Shannon-modulated dynamic threshold.
  • Toolkit -- generic JAX/NumPy pipeline tools that don't participate in the anomaly shield: an op-compiler, a memory guard, hardware profiling, logging/provenance export, and audio/HDF5/NetCDF I/O helpers.