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Similarity by cosine determines the degree of similarity between two sentences by calculating the cosine of the angle formed by the two vectors in each sentence.
Consider the following sentences:
Note that the two sentences are similar, but how can you tell with a computer?
Due to a limitation in adding mathematical formulas to dev.to, you will find the article on the subject in the pdf available here:
Code examples can be found here: which shows various calculation methods natively with Python, SpaCy, NLTK.
Consider the following sentences:
- Bonjour John.
- Bonjour Doé.
Note that the two sentences are similar, but how can you tell with a computer?
Due to a limitation in adding mathematical formulas to dev.to, you will find the article on the subject in the pdf available here:
Code examples can be found here: which shows various calculation methods natively with Python, SpaCy, NLTK.