Programming, Artificial Intelligence, Machine Learning, Data Science, Python.
the function: We create a matrix positions using np.arange(sequence_length). This gives us a range of positions from 0 to sequence_length - 1. We add a new axis to this matrix using [:, np.newaxis] to make it a column vector. We calculate the denominator term for the sinusoidal function. This term