Skip to content

Naveen-004/Semantic-Textual-Similarity

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

18 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Semantic-Textual-Similarity

Helps to find semantic similarity between sentences

  • I utilise a Python module called streamlit to create and deploy Machine Learning models.
  • First, I made a streamlit page by importing the streamlit library.
  • Second, I developed a function that accepts two parameters, text1 and text2, and returns normalised similarity scores.
  • Finally, I constructed a streamlit form with two text fields and one submit button that displays the normalised similarity score.
  • Similarity score --> 0 means Highly dissimilar, 0.5 means dissimilar, 1 means Highly similar
  • Deployed app link - [Under deployment]