Uncorrelated and Minimum functions

uncorr_min.py

def uncorrelated(data, steps=10):
    N = len(data)

    for i in range(steps*N):
        pos = np.random.randint(N) # Select an element at random

        data[pos] = np.random.random() # Replace the value

    return data


def minimum(data, steps=10):
    N = len(data)
    
    for i in range(steps*N):
        pos = np.argmin(data) # Find the position of the minimum value

        data[pos] = np.random.random() # Replace the value

    return data