LSTM model - IMDB review sentiment analysis

NLP - Movie review sentiment analysis

The colab notebook contains the code for building a LSTM Recurrent Neural Network that gives 87-88% accuracy on the IMDB Movie Review Sentiment Analysis Dataset. The repo also contains the code to deploy the model online.

App demo

Follow the instructions below to run the app locally with Docker.

Once you have Docker installed, clone this repo

git clone https://github.com/sbhimire/nlp-sentiment-analysis.git

Navigate to the webapp directory of the repo.

cd semi-super/webapp

Now build the container image using the docker build command. It will take few minutes.

docker build -t sentiment .

Start your container using the docker run command and specify the name of the image we just created:

docker run -dp 8080:8080 sentiment

After a few seconds, open your web browser to http://localhost:8080. You should see the app.