NLP - Text Similarity and Search
Which Python library is commonly used to compute cosine similarity between embeddings?
Which Python library is commonly used to compute cosine similarity between embeddings?
easy📝 Syntax Q12 of 15
Step-by-Step Solution
Solution:
Step 1: Identify cosine similarity function
Cosine similarity is often computed using scikit-learn's metrics module.Step 2: Check other libraries
matplotlib is for plotting, pandas for data frames, flask for web apps, so they don't compute cosine similarity.Final Answer:
scikit-learn -> Option BQuick Check:
Cosine similarity = scikit-learn [OK]
Quick Trick: Use scikit-learn for cosine similarity calculations [OK]
Common Mistakes:
MISTAKES- Using matplotlib for similarity
- Confusing pandas with similarity tools
- Thinking flask handles embeddings
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