Calculates semantic similarity between given sentences.
Project description
Sentence Similarity
sentencesimilarity is a Python library that calculates similarity between given sentences list.
Installation
Use the package manager pip to install foobar.
pip install sentencesimilarity
Usage
from sentencesimilarity import sentences_similarity
# call SentenceSimilarity class with the parameter model name
sentenceSimilarity = sentences_similarity.SentenceSimilarity("your_transformers_model")
# define your sentences as list
sentences = ['Python is the best programming language!',
'I literally love programming Python.',
'Fenerbahce will be the champion this season.'
]
# Calculates the similarity of the first sentence with other sentences
print(sentencecSimilarity.calculate_similarities(sentences))
# Return most similar sentence
print(sentencecSimilarity.return_most_similar(sentences)
Contributing
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
Please make sure to update tests as appropriate.
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