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How does this package work

taxifare_model package

  • interface/main.py contains all the routes needed to train the model
  • ml_logic/params.py are global project params to set up manually
python -m taxifare_model.interface.main

taxifare_flow package

  • main.py runs a complete model lifecycle, either locally or through a prefect backend
  • flow.py creates a graph of the tasks of the model lifecycle and runs it for a test iteration of 7 days
python -m taxifare_flow.main

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