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# Mapping eigen value to eigen vector
eigen_pairs = [(np.abs(eigen_vals[i]), eigen_vecs[:,i]) for i in range(len(eigen_vals))]
# Sort the (eigenvalue, eigenvector) tuples from high to low
eigen_pairs.sort()
eigen_pairs.reverse()
# check if the value is decreasing
print([e[0] for e in eigen_pairs])
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