readme: ---
  language:
  - en
  datasets:
  - imdb
  tags:
  - text-classification
  widget:
  - text: "I like that movie, but I'm not sure if it's my favorite."
  ---
  
  
  
  ## Keras Implementation of Bidirectional LSTMs for Sentiment Analysis on IMDB 🍿🎥 
  
  
  This repo contains the model and the notebook [on Bidirectional LSTMs for Sentiment Analysis on IMDB](https://keras.io/examples/nlp/bidirectional_lstm_imdb/).
  
  Full credits to: [François Chollet](https://github.com/fchollet)
  
  HF Contribution: [Drishti Sharma](https://huggingface.co/DrishtiSharma)  
  
  
  ### Metrics after 10 epochs:
  - train_loss: 0.2085
  - train_acc: 0.9194
  - val_loss: 0.3019
  - val_acc: 0.8778
  
  
  