of the html file, where the form method is POST, I replaced the "action" text "REPLACE WITH PUBLIC API URL" with my API endpoint. Since i dont have the project active anymore, I removed the Public API link and reverted the text back to "REPLACE WITH PUBLIC API URL"

For the training part of the problem, I trained the given data using two files; model.py and train.py.

Model.py contains the code for LSTMClassifier model built using PyTorch.

Train.py contains the training code developed in the Jupyter notebook.

After the data was trained using train.py code, the model needs to serve the predicted values. This is performed by the predict.py file.

I would highly recommend to look at the files to see the comments and other code annotations, line-by-line. That would make much more sense rather than just reading about it here.

It is website is available as an open source with MIT license. To reiterate, the code is provided AS-IS. I am not responsible for any loss/damage caused by the code to your hardware, software or business in any shape or form. This code is provided for educational purpose ONLY and must not be taken as a business proposal. Running this code on AWS will incurr charges.