What's Changed

New Features 🎉

• Get plot data for prepostfit experiments by @lpoug in #438

Bugfixes 🐛

• Fix SyntaxWarning by making some docstrings raw by @drbenvincent in #414
• Calculate goodness of fit (r2_score) based on posterior expectation rather than posterior prediction by @drbenvincent in #429

Documentation 📖

• Enable ruff formatting of docstrings by @drbenvincent in #430
• Update docs to make clear sharp regression discontinuity design by @HPCurtis in #437
• Unsquash images in docs by @drbenvincent in #439

Maintenance 🔧

• Add test for API stability for a CausalPy example in Causal Inference and Discovery in Python by Aleksander Molak by @arthurmello in #407
• Implement the codespell pre-commit hook by @westford14 in #408
• Codespell CI Job by @westford14 in #411
• Sync dependencies in environment.yml and pyproject.toml by @drbenvincent in #415
• Update README and home page of the docs by @drbenvincent in #423
• Update head of apache and set start year to 2022 by @lucianopaz in #441
• New GitHub workflow to generate PR's which update the UML diagrams by @drbenvincent in #442
• fixes for uml github action by @drbenvincent in #446

New Contributors

• @arthurmello made their first contribution in #407
• @westford14 made their first contribution in #408
• @HPCurtis made their first contribution in #437
• @github-actions made their first contribution in #448
• @lpoug made their first contribution in #438

Full Changelog: 0.4.0...0.4.1