perturbation.Zero

Import path: earth2studio.perturbation.Zero

View source on GitHub

Documentation

No perturbation scheme

Primarily used for deterministic runs in ensemble workflows

__call__

__call__(
    x: Tensor, coords: CoordSystem
) -> tuple[Tensor, CoordSystem]

Apply perturbation method

Parameters:

• x (Tensor) –

  Input tensor intended to apply perturbation on

• coords (CoordSystem) –

  Ordered dict representing coordinate system that describes the tensor

Returns:

• tuple[torch.Tensor, CoordSystem]: –

  Output tensor and respective coordinate system dictionary

Examples using earth2studio.perturbation.Zero

Running StormCast Ensemble InferenceEnsemble StormCast inference workflow.