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Update loss.py #315

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Update loss.py #315

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@kiddycharles kiddycharles commented Mar 24, 2024

Detailed description:

  • Implemented MAPE loss function
  • Implemented sMAPE loss function
  • Corrected small mistake in Quantile loss function and add type annotation in masked_mae_loss
  • Adapted Log Loss for regression contexts
    These functions enhance our model's flexibility in handling several types of prediction errors specific to time series data.

# Detailed description:
# - Implemented MAPE loss function
# - Implemented sMAPE loss function
# - Corrected small mistake in Quantile loss function and add type annotation in masked_mae_loss
# - Adapted Log Loss for regression contexts
# These functions enhance our model's flexibility in handling various types of prediction errors specific to time series data.
@torchts-bot torchts-bot bot added the source Updates to source code label Mar 24, 2024
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