What sentiment does your critique project?
The user of this applications writes his/her review into the text box then select "Submit". A trained long short term memory (LSTM) model inform the user whether the sentiment of his/her critique is positive or negative. The image below is an example the application's response to a user's commentary of "Motherless Brooklyn."
The application is deployed using AWS API Gateway, Lambda, and SageMaker.
API Gateway provides the endpoint that receives the data provided by the user. Before being submitted to the LSTM model, the text is processed -
The LSTM model was trained on 25,000 IMBd reviews, which were evently balanced positive and negative. The