Productionizing NLP Models

It's just super important to fix up the project structure in the beginning for the code to evolve in a structured way. We took considerable time and did many discussions before we converged. Have a look at this to start with a basic scaffold. This is how we train models on EC2/local and backup code, data, models and reports on s3. The directory structure is created automatically by the preparation and train class.