I’m Anja, a 25 year old Computer Science Student at Hochschule München who is currently working on her Master Thesis “Machine Learning with Home Assistant”.
In detail the thesis will be about developing and training an intelligent model which can - based on the analysis of data - predict automations and different features to approve the daily life of household members.
To train and test the model, I need real life data from home automation systems. And that’s where you come in - to train my model I need your home assistant data saved in your database. This will mainly be sensor data - room temperature, light cycles, etc.
The data you send me will only be used locally to train my model - it will not be shared nor used for any other purposes and will be deleted after the master thesis is done.
I really appreciate your help and contribution!
If you would like to participate but do not feel well with uploading your data via google forms please contact me via E-Mail [email protected]
If you’re further interested in the thesis I will happily keep you updated here where you can also share your ideas and suggestions if you got some If you got any questions about the Project please feel free to ask!
How can you Contribute?
Install Jupyter Lite Addon on your Home Assistant Instance
Home Assistant Community Add-on: JupyterLab Lite
Download the Jupyter Notebook you need depending on your type of Database you use from
https://github.com/Anschke/ML_Home_Assistant and open it with Juypter Lite Addon.
Follow the Instructions in the Jupyter Notebook. If any Problems occur, please feel free to contact me!
If successfully extracted, upload your .csv file in the next step or send it to me in any other way