Causalpy

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

What's Changed
New Features 🎉
* Add propensity weighting schemes and covariate balance plot functionality by NathanielF in https://github.com/pymc-labs/CausalPy/pull/311
Bugfixes 🐛
* Fix `FutureError` warning, which requires `pymc>=5.14.0` by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/325
* Fix failing doctests by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/330
Documentation 📖
* Add new knowledge base page on causal DAGS for quasi-experiments by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/321
* Add Propensity Score DAG to Knowledge Base by NathanielF in https://github.com/pymc-labs/CausalPy/pull/337
Maintenance 🔧
* Revert the GitHub Actions update due to Node 16 sunset. by anevolbap in https://github.com/pymc-labs/CausalPy/pull/316
* Automate pre commit updates by juanitorduz in https://github.com/pymc-labs/CausalPy/pull/322
* Move to a conda only install of pymc (local dev workflow) by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/304
* Fix 329: Add `random_seed` to the `InstrumentalVariableRegression.fit` method. by anevolbap in https://github.com/pymc-labs/CausalPy/pull/335

New Contributors
* pre-commit-ci made their first contribution in https://github.com/pymc-labs/CausalPy/pull/334

**Full Changelog**: https://github.com/pymc-labs/CausalPy/compare/0.2.3...0.3.0

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

What's Changed
Bugfixes 🐛
* Fix 300: Set `round_to` as an optional argument. by anevolbap in https://github.com/pymc-labs/CausalPy/pull/301
* Fix 299: Rounding issue for DiD results. by anevolbap in https://github.com/pymc-labs/CausalPy/pull/302
* Fix 259: Annotation in `did_skl` notebook plot. by anevolbap in https://github.com/pymc-labs/CausalPy/pull/306
Documentation 📖
* Fix 210: Add scikit-learn plots to README. by anevolbap in https://github.com/pymc-labs/CausalPy/pull/307
* Add experiment design notation docs page to new Knowledge Base section of the docs by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/312
Maintenance 🔧
* Upload versions due to Node 16 sunset. by anevolbap in https://github.com/pymc-labs/CausalPy/pull/310
* Fix 287 Update Makefile by anevolbap in https://github.com/pymc-labs/CausalPy/pull/309
* Drop support for Python 3.8 and 3.9, add 3.11 by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/313


**Full Changelog**: https://github.com/pymc-labs/CausalPy/compare/0.2.2...0.2.3

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

What's Changed
Bugfixes 🐛
* Fix 288: remove deprecated 'model' property in tests. by anevolbap in https://github.com/pymc-labs/CausalPy/pull/291
* Fix causal impact calculation error in synthetic control and interrupted time series by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/296
Maintenance 🔧
* Expand data validation to also cover the scikit-learn experiment classes by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/290

New Contributors
* anevolbap made their first contribution in https://github.com/pymc-labs/CausalPy/pull/291

**Full Changelog**: https://github.com/pymc-labs/CausalPy/compare/0.2.1...0.2.2

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

What's Changed
New Features 🎉
* User specified number of significant figures for numbers in plots by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/272
* Make results fully reproducible by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/286
* User specified number of significant figures for numerical outputs by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/283
Bugfixes 🐛
* changed splitting behaviour for PrePostFit by rlaker in https://github.com/pymc-labs/CausalPy/pull/275
Documentation 📖
* Fix missing images on PyPI page by krz in https://github.com/pymc-labs/CausalPy/pull/270
Maintenance 🔧
* Ignore `causalpy/tests/` when running doctest to save a little time by jpreszler in https://github.com/pymc-labs/CausalPy/pull/280
* simplify doctest outputs by jpreszler in https://github.com/pymc-labs/CausalPy/pull/285

New Contributors
* krz made their first contribution in https://github.com/pymc-labs/CausalPy/pull/270
* jsakv made their first contribution in https://github.com/pymc-labs/CausalPy/pull/274
* rlaker made their first contribution in https://github.com/pymc-labs/CausalPy/pull/275

**Full Changelog**: https://github.com/pymc-labs/CausalPy/compare/0.2.0...0.2.1

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

What's Changed
New Features 🎉
* Add ability to analyse Regression Kink Analysis Designs by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/264


**Full Changelog**: https://github.com/pymc-labs/CausalPy/compare/0.1.2...0.2.0

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

What's Changed
Bugfixes 🐛
* fix PrePostNEGD input validation by jpreszler in https://github.com/pymc-labs/CausalPy/pull/247
* Fix error in plot method by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/258
Documentation 📖
* Add logo to readthedocs and add favicon by jpreszler in https://github.com/pymc-labs/CausalPy/pull/245
* update README by drbenvincent in https://github.com/pymc-labs/CausalPy/pull/260


**Full Changelog**: https://github.com/pymc-labs/CausalPy/compare/0.1.1...0.1.2