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earth2studio.run.deterministic#

earth2studio.run.deterministic(time, nsteps, prognostic, data, io, device=None)[source]#

Simple built in deterministic workflow

Parameters:
  • time (list[str] | list[datetime] | list[np.datetime64]) – List of string, datetimes or np.datetime64

  • nsteps (int) – Number of forecast steps

  • prognostic (PrognosticModel) – Prognostic models

  • data (DataSource) – Data source

  • io (IOBackend) – IO object

  • device (Optional[torch.device], optional) – Device to run inference on, by default None

Returns:

Output IO object

Return type:

IOBackend

Examples using earth2studio.run.deterministic#

Running Simple Inference

Running Simple Inference

Extending Prognostic Models

Extending Prognostic Models

Extending Data Sources

Extending Data Sources