ML Project Template

Project File Structure

👀 Click to see!

.
├── README.md
├── requirements.txt
└── src
    ├── __init__.py
    ├── components
    │   ├── __init__.py
    │   ├── data
    │   │   ├── __init__.py
    │   │   ├── ingestion.py
    │   │   ├── transformation.py
    │   │   └── validation.py
    │   └── model
    │       ├── __init__.py
    │       ├── evaluation.py
    │       ├── factory.py
    │       └── trainer.py
    ├── core
    │   ├── __init__.py
    │   ├── constants.py
    │   ├── errors.py
    │   ├── io.py
    │   └── logger.py
    ├── database
    │   ├── __init__.py
    │   ├── schema.py
    │   └── schema.yaml
    ├── entity
    │   ├── __init__.py
    │   ├── artifact.py
    │   └── config.py
    └── utils
        └── __init__.py

Demo Projects

I already build some projects with this project template.

Note

They maybe seems irregular with their file structure but they follow this template.

1. 💸 Money Laundering Prevention System
2. 📦 Products Backorder Prediction