spacy_word_similarity.py

#python -m spacy download en_core_web_lg

import spacy

nlp = spacy.load('en_core_web_lg')  

tokens = nlp(u'hotel resort car bike')

#comparing 4 words
for token1 in tokens:
    for token2 in tokens:
        print(token1.text, token2.text, token1.similarity(token2))

#output
#hotel hotel 1.0
#hotel resort 0.68411607
#hotel car 0.3968005
#hotel bike 0.24491112
#resort hotel 0.68411607
#resort resort 1.0
#resort car 0.25520992
#resort bike 0.2034203
#car hotel 0.3968005
#car resort 0.25520992
#car car 1.0
#car bike 0.5357731
#bike hotel 0.24491112
#bike resort 0.2034203
#bike car 0.5357731
#bike bike 1.0