dadaloop82/MyHomeSmart-HASS-AppDeamon

Constructs decision trees from Home Assistant entity state histories to automatically generate context-aware automation logic without manual rule definition. The system learns relationships between sensor readings and actuator states, then reasons through candidate actions by evaluating feasibility constraints and historical patterns before executing the most appropriate response. Runs as an AppDaemon app that selectively monitors configured entities and applies scikit-learn's tree algorithms to bridge the gap between Home Assistant's static automations and adaptive, goal-driven behavior.

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