Overview

Following is the DWM Project implemented by the 5th Sem CSE Department of IIIT Bhubaneswar.

Features implemented:

• Data Visualisation
  
• Data Cleaning
  
• Tokenisation
• Stemming
  
• Data Wrangling and Pre-processing
• Creation of Term-incidence Matrix
  
• Creation of Tf-Idf Matrix
  
• Implementation of n-grams
  
• Implemented SVD to decrease the sparsity of our training matrix\
  • Table of Content
  • Summary of the SVD Table
• Creation of Cosine similarity on the vector space.