credit.ensemble.crps#
Functions#
|
Calculate CRPS score for each channel. |
Module Contents#
- credit.ensemble.crps.calculate_crps_per_channel(ensemble_predictions: torch.Tensor, y_true: torch.Tensor) torch.Tensor#
Calculate CRPS score for each channel.
- Parameters:
ensemble_predictions (torch.Tensor) – Tensor of shape [ensemble_size, 1, channels, 1, height, width] containing ensemble forecasts.
y_true (torch.Tensor) – Tensor of shape [1, channels, 1, height, width] with the true values.
- Returns:
- CRPS scores with shape [channels], where each score is
averaged over the ensemble.
- Return type:
torch.Tensor