Model Template (AI/ML) module (Cookiecutter)

This is a cookiecutter template for AI/ML model module projects.

✨ Features

• Cookiecutter
• AI/ML model
• Python module/package
• Jupyter notebook
• Research
• Project Structure
• Template
• CI/CD

---

🐤 Getting started

1. 🚧 Prerequisites

• Install Python (>= v3.10) and pip (>= 23):
  • [RECOMMENDED] Miniconda (v3)
  • [arm64/aarch64] Miniforge (v3)
  • [Python virtual environment] venv

For DEVELOPMENT environment:

• Install git
• Setup an SSH key

2. 📥 Download or clone the repository

# Create projects directory:
mkdir -pv ~/workspaces/projects

# Enter into projects directory:
cd ~/workspaces/projects

# Clone the repository:
git clone [REPOSITORY_URL]
# Or download and extract the repository from GitHub:
# 1. Go to the repository on GitHub.
# 2. Click on the "Code" button.
# 3. Select "Download ZIP" and save the file to your computer.
# 4. Extract the ZIP file in current directory.

# Enter into the repository:
cd model-python-template

# Change to cookiecutter branch:
git checkout cookiecutter

3. 📦 Install cookiecutter

# Install cookiecutter:
pip install -r ./requirements.txt
# Install pre-commit hooks:
pre-commit install

4. 🏗️ Generate project with cookiecutter

# Generate project:
cookiecutter -f .
# Or:
./scripts/build.sh

5. 🏁 Start the project

cd [PROJECT_SLUG]

👍

---

📑 References

• Cookiecutter (GitHub) - https://github.com/cookiecutter/cookiecutter
• Cookiecutter (Docs) - https://cookiecutter.readthedocs.io/en/stable