Programming, Artificial Intelligence, Machine Learning, Data Science, Python.
np.arange(sequence_length)[:, np.newaxis] # Calculate the denominator term for the sinusoidal function denominator_term = np.exp(np.arange(0, embedding_dimension, 2) * -(np.log(10000.0) / embedding_dimension)) # Calculate the positional encodings positional_encodings = np.zeros((sequence_length,