todo.md

Pytorch Lightning Classifier with Hydra DVC and Linting and Pytest Deployed on AWS EC2:

• Data loading script with pytorch lightning datamodule
• Pytorch Lightning Classifier
• Hydra configuration for datamodule , trainer and callbacks
• DVC for versioning data and model using s3 bucket
• Linting with flake8 and black
• Pytest for testing
• Hyperparameter optimization with optuna executed using base package
• Dockerized application and tested via docker-compose
• Deployed on AWS EC2 instance using github actions
• Github actions for CI/CD and docker image push to elastic container registry (ECR)