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home-assistant-appdaemon

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ha-energy-forecast

m-zenker / ha-energy-forecast

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An AppDaemon app for Home Assistant that forecasts household electricity consumption for the next 48 hours using a machine-learning model trained on your own historical grid-import data and local weather.

home-automation machine-learning energy forecasting lightgbm home-assistant homeassistant energy-consumption appdaemon energy-management homeassistant-custom-component home-assistant-appdaemon
  • Updated Apr 24, 2026
  • Python

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