import numpy as np
# create a 5x5 random matrix
mat = np.random.rand(5,5)
# normalize each row of the matrix to have unit length
normalized_mat = mat / np.linalg.norm(mat, axis=1)[:,np.newaxis]
print(normalized_mat)