---
language:
- en
datasets:
- imdb
tags:
- Text Classification
- Sentiment Classification
widget:
- text: "We are having a beautiful weather today."
---



## 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)  


### Training hyperparameter:

- Epochs: 10

### Training results after 10 epochs:
- train_loss: 0.2085
- train_acc: 0.9194
- val_loss: 0.3019
- val_acc: 0.8778