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| from unidecode import unidecode | |
| import re | |
| import sys | |
| import inflection | |
| import numpy as np | |
| import math | |
| from collections import defaultdict | |
| # Using cosine_similarity, own faster implementation, inspired by | |
| # https://towardsdatascience.com/calculating-string-similarity-in-python-276e18a7d33a |