app
|
| # Fast-API stuff
├── api                 - web related stuff.
│   └── routes          - web routes.
├── core                - application configuration, startup events, logging.
├── models              - pydantic models for this application.
├── services            - logic that is not just crud related.
├── main-aws-lambda.py  - [Optional] FastAPI application for AWS Lambda creation and configuration.
└── main.py             - FastAPI application creation and configuration.
|
| # ML stuff
├── data             - where you persist data locally
│   ├── interim      - intermediate data that has been transformed.
│   ├── processed    - the final, canonical data sets for modeling.
│   └── raw          - the original, immutable data dump.
│
├── notebooks        - Jupyter notebooks. Naming convention is a number (for ordering),
|
├── ml               - modelling source code for use in this project.
│   ├── __init__.py  - makes ml a Python module
│   ├── pipeline.py  - scripts to orchestrate the whole pipeline
│   │
│   ├── data         - scripts to download or generate data
│   │   └── make_dataset.py
│   │
│   ├── features     - scripts to turn raw data into features for modeling
│   │   └── build_features.py
│   │
│   └── model        - scripts to train models and make predictions
│       ├── predict_model.py
│       └── train_model.py
│
└── tests            - pytest