{"id":13583636,"url":"https://github.com/tcsvn/activity-assistant","last_synced_at":"2025-04-06T21:32:53.804Z","repository":{"id":158341674,"uuid":"296819942","full_name":"tcsvn/activity-assistant","owner":"tcsvn","description":"Activity Assistant provides a platform for logging, evaluating and predicting Activities of Daily Living for Home Assistant. 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Predicting the activities of residents based on the device event-stream allows for a range of applications, including automation, action recommendation and abnormal activity detection in the context of assisted living for elderly inhabitants. Activity Assistant is a platform that streamlines the data collection process. The plugin extracts device readings from Home Assistant and tracks residents using an additional [Android](https://github.com/tcsvn/activity-assistant-logger) or the Home Assistant companion app. Moreover, Activity Assistant (will) support the deployment of trained models and running ADL predictions in real-time. A (future) Home Assistant integration provides users with a novel activity-based abstraction for automating their homes.\n\n\u003cp align=\"center\"\u003e\n  \u003cimg width=\"80%\"  src=media/showreal.gif?raw=true\u003e\n\u003c/p\u003e\n\n## Installation\n\nThe installation of this add-on is pretty straightforward and not different to installing any other Hass.io add-on.\n\n1. Add the repository to the addon-store by pasting `https://github.com/tcsvn/hassio-activity-assistant` into the manage add-on repositories dialog\n2. Ensure that Home Assistant is using the [recorder](https://www.home-assistant.io/integrations/recorder/) integration for Activity Assistant to successfully connect to the database and query devices\n3. Search for the \"Activity Assistant\" addon-on in the Hass.io add-on store and install the latest release (NOT edge or development).\n4. Start the \"Activity Assistant\" add-on.\n5. Check the logs of the add-on to see if everything went well.\n6. Ready to go!\n\n_For a guide on how to use please refer to the Documentation (tbd)_\n\n## Features\n\n- [x] Create and run experiments for recording ADLs and device events\n- [x] Activity annotation using an android app\n- [x] Activity annotation using Home Assistant input_selects and input_booleans\n- [x] Device or activity to room assignment\n- [x] Interactive dashboard for the running experiment and previously recorded datasets\n- [ ] Prior activity distributions with a \"typical week\" calendar widget\n- [ ] Dask nodes for distributed computation\n- [ ] Upload and deployment of trained models via the web interface\n- [ ] Home Assistant integration + custom entity card displaying per person activity predictions\n\n## Contributing\n\n1. Fork it (\u003chttps://github.com/tcsvn/activity-assistant/fork\u003e)\n2. Create your feature branch (`git checkout -b feature/fooBar`)\n3. Commit your changes (`git commit -am 'Add some fooBar'`)\n4. Push to the branch (`git push origin feature/fooBar`)\n5. Create a new Pull Request\n\n## Related projects\n\n- [Activity Assistant - Logger](https://github.com/tcsvn/act_assist_logger) - The android companion app for labeling activities\n- [pyadlml](https://github.com/tcsvn/pyadlml) - A python library offering data exploration methods for ADL datatasets.\n- [Home Assistant](https://www.home-assistant.io/) - Homeautomation platform\n\n## Support\n\n[![Buy me a coffee][buy-me-a-coffee-shield]][buy-me-a-coffee]\n\n## How to cite\n\nIf you are using Activity Assistant for puplications please consider citing the package.\n\n```\n@software{activity-assistant,\n  author = {Christian Meier},\n  title = {Activty Assistant},\n  url = {https://github.com/tcsvn/activity-assistant},\n  version = {0.0.4.1-alpha},\n  date = {16-02-2023}\n}\n```\n\n## License\n\nMIT © [tcsvn](http://deadlink)\n\n[buy-me-a-coffee-shield]: https://img.shields.io/static/v1.svg?label=%20\u0026message=Buy%20me%20a%20coffee\u0026color=6f4e37\u0026logo=buy%20me%20a%20coffee\u0026logoColor=white\n[buy-me-a-coffee]: https://www.buymeacoffee.com/tscvn\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftcsvn%2Factivity-assistant","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftcsvn%2Factivity-assistant","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftcsvn%2Factivity-assistant/lists"}