Causalpy

<!-- Release notes generated using configuration in .github/release.yml at 0.0.10 -->

What's Changed

Documentation 📖
* add random seed to all pymc examples for reproducible results by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/149
* Idiomatic data import and processing with pandas method chaining for all examples by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/153
* Fix rtd builds by OriolAbril in https://github.com/pymc-labs/CausalPy/pull/164
* add pydata global 2022 video to README and docs by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/180
* Add UML diagrams for overview of the codebase by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/177
* Add more information to help contributors to the repo by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/182
* Add CausalPy logo and restructure docs contents by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/184
* fix small error in DiD notebook by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/190

Maintenance 🔧
* remove `treated` and `untreated` kwargs for DifferenceInDifferences by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/151
* `setup.py` is dead, long live `pyproject.toml` by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/156
* Add input validation, custom exceptions, and associated tests by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/152

New Contributors
* OriolAbril made their first contribution in https://github.com/pymc-labs/CausalPy/pull/164
* lucianopaz made their first contribution in https://github.com/pymc-labs/CausalPy/pull/166

**Full Changelog**: https://github.com/pymc-labs/CausalPy/compare/0.0.9...0.0.10

What's Changed
* FIX: Corrects error discovered in Difference in Differences code + updates skl code by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/147


**Full Changelog**: https://github.com/pymc-labs/CausalPy/compare/0.0.8...0.0.9

What's Changed
* DiD: allow multiple pre/post intervention observations + correctness fixes by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/140
* global find and replace: `prediction_model` -> `model` by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/141
* Improve plot clarity with combined mean and HDI legend elements by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/145
* update version to 0.0.8 by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/146


**Full Changelog**: https://github.com/pymc-labs/CausalPy/compare/0.0.7...0.0.8

What's Changed
* fix lint temp by juanitorduz in https://github.com/pymc-labs/CausalPy/pull/100
* HOTFIX: attempt to get syntax highlighting in remote readthedocs build working again by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/101
* HOTFIX: second attempt to fix syntax highlighting in ipynb files on remote rtd build by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/102
* Fix docs syntax highlighting issue? Temporary fix by disallowing ipython 8.7.0 by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/104
* add COVID-19 example by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/108
* Add pretest/posttest nonequivalent group designs with ANCOVA analysis by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/111
* Add tests Model Builder by juanitorduz in https://github.com/pymc-labs/CausalPy/pull/109
* fix Arviz plot warnings by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/113
* add ci badge by juanitorduz in https://github.com/pymc-labs/CausalPy/pull/114
* make the coverage more verbose by juanitorduz in https://github.com/pymc-labs/CausalPy/pull/115
* fix optional type hints by juanitorduz in https://github.com/pymc-labs/CausalPy/pull/117
* add integration tests covering the sklearn examples from the docs by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/118
* Add more tests: loading of package datasets and integration tests of pymc examples by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/119
* allow direct access to idata via a property by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/126
* update ANCOVA example by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/127
* fix notebook formatting by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/125
* add ANCOVA example to integration tests + README by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/128
* use interrogate to assess docstring coverage by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/124
* access idata through new idata property + show property in autogenerated docs by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/130
* Add a geolift example to the docs by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/135
* fix `results.summary` print out + rerun notebook by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/137
* update version to 0.0.7 by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/138


**Full Changelog**: https://github.com/pymc-labs/CausalPy/compare/0.0.6...0.0.7

What's Changed
* HOTFIX - get pypi build working by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/99


**Full Changelog**: https://github.com/pymc-labs/CausalPy/compare/0.0.5...0.0.6

What's Changed
* Basic Ci/CD and fix code style by juanitorduz in https://github.com/pymc-labs/CausalPy/pull/79
* get dataset included in autodoc by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/94
* Add a (modest) glossary page to the docs. by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/95
* Add more entries to the glossary by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/96
* Add Brexit synthetic control example by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/97
* update CONTRIBUTING notes + bump version to 0.0.5 by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/98

New Contributors
* juanitorduz made their first contribution in https://github.com/pymc-labs/CausalPy/pull/79

**Full Changelog**: https://github.com/pymc-labs/CausalPy/compare/0.0.4...0.0.5