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Geoweaver

emissionai-geoweaver

This workflow is generated by Geoweaver to replicate the experiments done in EmissionAI's published article. Currently, the workflow retrieves the data from an already compiled source, but the next version will make this workflow collect data from the different data sources directly.

TODO:

  1. Complete TROPOMI & EPA direct data source extraction.
  2. Fix Matplotlib error when generating SVR Model visualization.
  3. Update LSTM model, and fix current error.
  4. Add a final node to evaluate all previous model performances.