Natural Language Processing

Jaccard similarity in Python.

When we want to measure the similarity between two sets, we tend to use cosine similarity or Jaccard similarity in general. In this blog, we will discuss Jaccard similarity and implement it using various libraries in Python. What is Jaccard Similarity? Jaccard similarity is also known by names like Jaccard index or interaction over union. […]

Efficient Text Processing: Python TF IDF Code Explained

TF IDF full form is term frequency-inverse document frequency. It is a statistical measure used to find the importance of a word in a document relative to a collection. In Tf-idf we have two components i.e. Term frequency and Inverse document frequency. Term frequency (TF) measures how frequency a word appears in the document. More

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