/Sentiment-Analysis

Sentiment Analysis of IMDB Movie Reviews

Primary LanguageJupyter Notebook

Sentiment Analysis of IMDB Movie Reviews using Convolutional Neural Network (CNN) with Hyperparameters Tuning

In this repository, I share my practice in sentiment analysis of IMDB movie reviews using CNN with hyperparameters tuning.

Table of contents

  • Data
    • Load IMDB movie reviews
    • Decode reviews from index
    • Truncate and pad the review sequences
  • Build the model
    • Create the model
    • Tune hyperparameters
    • Train the model
  • Evaluate the model
  • Reference