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bllchmbrs / tfpdf.py
Last active December 29, 2021 14:10
TF IDF Explained in Python Along with Scikit-Learn Implementation
from __future__ import division
import string
import math
tokenize = lambda doc: doc.lower().split(" ")
document_0 = "China has a strong economy that is growing at a rapid pace. However politically it differs greatly from the US Economy."
document_1 = "At last, China seems serious about confronting an endemic problem: domestic violence and corruption."
document_2 = "Japan's prime minister, Shinzo Abe, is working towards healing the economic turmoil in his own country for his view on the future of his people."
document_3 = "Vladimir Putin is working hard to fix the economy in Russia as the Ruble has tumbled."