research-bandits-methods

Python package implementing sampling policies for contextual bandits and statistical inference methods.

Requirements

• Python 3.13+
• uv package manager
• Make

Installation

# Clone the repository
git clone https://github.com/ramonvdakker/research-bandits-methods.git
cd research-bandits-methods

# Install dependencies
uv sync

# Install with development dependencies
uv sync --group dev

Usage

TODO

Development

TODO

Running Tests

# Run all tests with coverage
make test

# Run specific test
uv run --group dev pytest tests/test_main.py::test_main

# View coverage report
open htmlcov/index.html

Linting and Code Quality

# Run all pre-commit hooks
make lint

# Install pre-commit hooks (runs automatically on commit)
uv run --with pre-commit pre-commit install

The project enforces code quality through pre-commit hooks:

• ruff: Linting and formatting
• isort: Import sorting
• mypy: Type checking
• pydocstyle: Docstring conventions
• interrogate: Docstring coverage
• bandit: Security checks
• detect-secrets: Secret detection

License

See LICENSE file for details.