Post ATMZjgP30bl5AQ05eS by arthurlutzim@mamot.fr
(DIR) More posts by arthurlutzim@mamot.fr
(DIR) Post #ATMZjdS7yhRK16Q0XI by arthurlutzim@mamot.fr
2023-03-06T21:33:29Z
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🧑🔬 Playing around with #jupyter @homeassistant #notebooks : https://data.home-assistant.io/docs/quick-start-core it requires a few updated for sqlalchemy 2.x but it could be fun. #python #homeassistant
(DIR) Post #ATMZjeA5LGbMDQz73I by arthurlutzim@mamot.fr
2023-03-06T21:58:28Z
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Don't have the skills (yet?), but I'd love to do some data science / machine learning (the privacy first one) on my homeassistant data Like filling missing data (image example taken from https://www.machinelearningplus.com/time-series/time-series-analysis-python/ ) @homeassistant#python #data
(DIR) Post #ATMZjeoqthDAFs3fay by arthurlutzim@mamot.fr
2023-03-06T22:05:35Z
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Also I'd love to explore the possibility of "extracting" individual device energy consumption from a general measurement. #homeassistant #python #machinelearning @homeassistant
(DIR) Post #ATMZjfNaoX05zcJPkG by AngryAnt@mastodon.gamedev.place
2023-03-07T05:47:18Z
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@arthurlutzim We use https://github.com/home-assistant/cli to pull daily measurements which we then combine into a spreadsheet.
(DIR) Post #ATMZjgP30bl5AQ05eS by arthurlutzim@mamot.fr
2023-03-06T22:10:42Z
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And, who knows, maybe we can build an Open Data Commons Open Database License (ODbL) of energy patterns for device out there... 💡 #commons #energy @homeassistant