├── LICENSE
├── Makefile           <- Makefile with commands like `make data` or `make train`.
├── README.md          <- The top-level README for developers using this project.
├── data
│   ├── external       <- Data from third party sources.
│   ├── interim        <- Intermediate data that has been transformed.
│   ├── processed      <- The final, canonical data sets for modeling.
│   └── raw            <- The original, immutable data dump.
│
├── docs               <- A default Sphinx project; see sphinx-doc.org for details.
│
├── models             <- Trained and serialized models, model predictions, or model summaries.
│
├── notebooks          <- Jupyter notebooks. Naming convention is a number (for ordering),
│                         the creator's initials, and a short `-` delimited description, e.g.
│                         `1.0-jqp-initial-data-exploration`.
│
├── references         <- Data dictionaries, manuals, and all other explanatory materials.
│
├── reports            <- Generated analysis as HTML, PDF, LaTeX, etc.
│   └── figures        <- Generated graphics and figures to be used in reporting.
│
├── poetry.lock        <- The requirements file for reproducing the analysis environment.
│                         Generated with poetry.
│
├── pyproject.toml     <- Project settings and configuration.
│
├── b4u_serving        <- FastAPI here.      
│
├── tests              <- Tests here. 
│
├── src                <- Source code for use in this project.
│   ├── __init__.py    <- Makes src a Python module.
│   │
│   ├── data           <- Scripts to download or generate data.
│   │   └── make_dataset.py
│   │
│   ├── features       <- Scripts to turn raw data into features for modeling.
│   │   └── build_features.py
│   │
│   ├── models         <- Scripts to train models and then use trained models to make
│   │   │                 predictions.
│   │   ├── predict_model.py
│   │   └── train_model.py
│   │
│   └── visualization  <- Scripts to create exploratory and results oriented visualizations.
│       └── visualize.py
│
└── start.py           <- Start file.