This project aims to classify the sentiment of text data, here we have chosen IMDB movie reviews. Firstly, I have performed data preprocessing techniques to process our data. And for classification I have used LSTM and GRU algorithms to train and test the model.
You can download the dataset from here: IMDB 50k Movie Reviews
If you are not able to view the .ipynb file uploaded in the repo, then click here: Opinion Classification
These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.
This project requires the following libraries:
- NumPy
- Pandas
- Scikit-learn
- TensorFlow
- nltk
- Keras
- Seaborn