Forecasting Agent

[markushofmeister]

We have released an initial version of a Forecasting Agent for the World Avatar 📈 📉
This Forecasting Agent can be used to read time series data from the KG, create a time series forecast, and instantiate the forecast back into the KGusing the OntoTimeSeries ontology. Reading and writing time series from/into the KG relies on the TimeSeriesClient and forecasts are created using either pre-trained models or Facebook's Prophet (default).

More information about the agent's capabilities and how to use it can be found in the agent README

Both a production and debugging Docker image can be pulled from the package directory here on github:
ghcr.io/cambridge-cares/forecasting_agent:1.0.0
ghcr.io/cambridge-cares/forecasting_agent_debug:1.0.0

Please note that this is an initial version and shall be refined further. A corresponding project with associated issues and enhancements to be incorporated has been created.

Feel free to try the agent if useful and get in touch if you face any issues.