In: Computer Science
python def create_fourier_dataset(x, max_val=7): """ Return the sum of sin(n*x)/n where n = 1,2,3,4,5... max_val Remember, n is a scalar quantity (float/int). x is a NumPy array and you should return an equal length NumPy array :param x: numpy array :param max_val: The maximum value :return: a tuple with two numpy arrays x and the sum """
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Code to copy:
# importing numpy import numpy as np # the function asked in question def create_fourier_dataset(x, max_val = 7): # initialising list to store the sums sum = [] # iterating through every element in array 'x' for i in x: # initialising variable to '0' s = 0 # calculating the value for n in range(1, max_val+1): s = s + (np.sin(n*i))/n # adding value to array sum.append(s) # creating numpy array : sum sum = np.array(sum) # creating tuple of two numpy arrays : x and sum result = (x, sum) # returning tuple return result # testing the function x = np.array([1, 2, 3, 4, 5]) result = create_fourier_dataset(x) print(result)
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