Define project structure

[Jotaherrera]

Feature Request: Define project structure

Description

Make some research about how to set a proper and efficient file structure that fits with the project size and also with our needs.

Requirements

• [ ] Define and set bases of the project structure

Acceptance Criteria

• A good, efficient and convenient project structure

Additional Context

N\A

[Jotaherrera]

Currently, I'm setting up all the configs for this project, so maybe you could find some issues while trying to add changes. If so, report your problems through the discussion in #1.

You can also share any thoughts related to this issue here so we can discuss the structure decision.

[JoansebHM]

What do you think ab this one? Maybe we can modify some files or even delete them in case that we do not need them.

my_ml_project/
├── data/
│   ├── raw/
│   ├── processed/
│   └── external/
├── notebooks/
│   └── exploration.ipynb
├── src/
│   ├── __init__.py
│   ├── data/
│   │   ├── __init__.py
│   │   ├── load_data.py
│   │   └── preprocess_data.py
│   ├── features/
│   │   ├── __init__.py
│   │   ├── build_features.py
│   ├── models/
│   │   ├── __init__.py
│   │   ├── train_model.py
│   │   ├── predict_model.py
│   ├── utils/
│   │   ├── __init__.py
│   │   └── helper_functions.py
│   └── visualization/
│       ├── __init__.py
│       └── visualize.py
├── tests/
│   ├── __init__.py
│   ├── test_data.py
│   ├── test_features.py
│   ├── test_models.py
│   └── test_visualization.py
├── requirements.txt
├── setup.py
├── README.md
└── .gitignore