Smcjax

Sequential Monte Carlo and particle filtering in JAX

Features

• uv for fast Python package management
• Ruff for linting and formatting
• Pyright for static type checking
• Pytest with coverage for testing
• GitHub Actions CI/CD with auto-release on merge to main

Quick Start

git clone https://github.com/michaelellis003/smcjax.git
cd smcjax
uv sync
uv run pytest -v --cov

Next Steps

• API Reference — auto-generated documentation for all public functions