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data-science

Objective

Have fun with my homeassistant data!

I have collected a good amount of data in a influxdb database from my home with OpenHAB first and then Home Assistant. With these jupiter notebook I am exploring my data and trying to create models to replace my more complex automations.

Presence:

Detect when the house is occupied, which room are occupied and when the occupants are sleeping!

Thermostat:

Setup cooling and heating setpoints based on past behaviors.