deepof.model_utils.create_look_ahead_mask

deepof.model_utils.create_look_ahead_mask(size: int)

Create a triangular matrix containing an increasing amount of ones from left to right on each subsequent row.

Useful for transformer decoder, which allows it to go through the data in a sequential manner, without taking the future into account.

Parameters:

size (int) – number of time steps in the sequence