todo.md

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

• Find and train a new model on a same dataset
• Imbibe the concept of torchscript for model deployment
• New hydra configuration for the model with new experiment and all the configurations
• create gradio app.py for UI deployment
• create a new github action for first train and test a model then deploy it on AWS EC2
• For Aws ec2 automatic start of the server train and test the code then deploy the model on Huggingface spaces and then close the server
• Use Boto and dvc for s3 bucket transfer of pytorch model and data files for training and testing the model on AWS EC2 server