Khushant Khurana
  • Resume
  • Transcript
  1. Mapping Amazon Food Reviews to Stars​
  • Home
    • • Introduction
  • Past internships
    • • DSTI Graduate Scholar @ Lawrence Livermore National Lab
    • • Aviation Systems Engineer @ Garmin
    • • Controls Engineer @ Oshkosh Corporation
  • Past research
    • • Graduate Student Researcher @ Dynamics & Control Lab
  • Projects
    • • Guidance Navigation & Control
    • • Dynamics & Control
    • • Simulation & Analysis
    • • Machine Learning
    • • Mechanical Design & Fabrication

On this page

  • A Brief Synopsis

Mapping Amazon Food Reviews to Stars​

A Brief Synopsis

Developed an embedding-based neural network in PyTorch to classify Amazon food reviews into star ratings from 1 to 5. The dataset is derived from Kaggle. Tuned hyperparameters including embedding size, learning rate, and network depth, achieving 66% accuracy on the testing set. A detailed presentation on the work done can be found here

 
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