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Neuro-inspired learning engine for anomaly detection

Project description

KONTINUUM Core

Pure Python learning engine extracted from KONTINUUM. No Home Assistant dependency — usable from any Python project.

Part of the 3-repo family: kontinuum-core (this repo, HA-free Python package on PyPI) · ha-kontinuum (full HA Pro integration with UI) · ha-kontinuum-lite (slim HA integration, no UI)

Installation

pip install kontinuum-core

Usage

from kontinuum_core import KontinuumEngine

engine = KontinuumEngine()
snapshot = engine.observe({"token": "bedroom.light.on", "room": "bedroom"})
print(snapshot.surprise)

License

AGPL-3.0 – see LICENSE file.

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