cosine_smilarity.py

from sklearn.feature_extraction.text import CountVectorizer
from sklearn.metrics.pairwise import cosine_similarity

text =["London Paris London", "Paris Paris London"]

cv = CountVectorizer()
count_matrix = cv.fit_transform(text)

print(count_matrix.toarray())

smilarity_scores = cosine_similarity(count_matrix)
print(smilarity_scores)