The word-similarities component is a Python script that uses the Word2Vec model to calculate word similarities and perform word analogy tasks.
This script allows users to input two words and calculates their similarity using a pre-trained Word2Vec model. It also provides the most similar words to the given words and performs word analogy tasks.
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Ensure you have the required libraries installed: (You can also install the requirements.txt file)
pip install gensim
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Run the script:
python word-similarities.py
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Follow the prompts to input words and view the results.
if you want to exit, please write 'exit'
word1 input= First word: king
word2 input = Second word: queen
king and queen similarity: 0.65109557
king and car similarity: 0.10580277
queen and car similarity: 0.07896534
king and apple similarity: 0.14443234
Similar words to king:
monarch: 0.71181923
prince: 0.53773212
duke: 0.52021635
kings: 0.50887656
queen: 0.45157397
Similar words to queen:
princess: 0.71181923
monarch: 0.53773212
duchess: 0.52021635
kings: 0.50887656
king: 0.45157397
word3 input = word to be extracted from word1: man
king - man + woman = ?
queen: 0.71181923