Pymc-experimental

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

What's Changed
New Features 🎉
* Expand models supported by automatic marginalization by ricardoV94 in https://github.com/pymc-devs/pymc-experimental/pull/300
* Summarize model as rich table by ricardoV94 in https://github.com/pymc-devs/pymc-experimental/pull/382
* Add `find_MAP` with close JAX integration and fix bug with Laplace fit by jessegrabowski in https://github.com/pymc-devs/pymc-experimental/pull/385
Documentation 📖
* Add PyPI details to homepage by wd60622 in https://github.com/pymc-devs/pymc-experimental/pull/390
Maintenance 🔧
* Fix Blackjax SMC integration by ciguaran in https://github.com/pymc-devs/pymc-experimental/pull/374
* Add ETS model by jessegrabowski in https://github.com/pymc-devs/pymc-experimental/pull/369
* Allow forecasting with exogenous variables by jessegrabowski in https://github.com/pymc-devs/pymc-experimental/pull/372
* Remove dead code from `kalman_filter.py` by jessegrabowski in https://github.com/pymc-devs/pymc-experimental/pull/393
* Adapt to major PyMC changes by ricardoV94 in https://github.com/pymc-devs/pymc-experimental/pull/401


**Full Changelog**: https://github.com/pymc-devs/pymc-experimental/compare/v0.1.3...v0.1.4

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

What's Changed
New Features 🎉
* Specialized DiscreteMarkovChain step sampler by ricardoV94 in https://github.com/pymc-devs/pymc-experimental/pull/359


**Full Changelog**: https://github.com/pymc-devs/pymc-experimental/compare/v0.1.2...v0.1.3

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

What's Changed
Major Changes 🛠
* More bugfixes for statespace by jessegrabowski in https://github.com/pymc-devs/pymc-experimental/pull/346
New Features 🎉
* Implement Laplace (quadratic) approximation by carsten-j in https://github.com/pymc-devs/pymc-experimental/pull/345
* Add Exponential distribution to model/transforms/autoreparam.py by ferrine in https://github.com/pymc-devs/pymc-experimental/pull/365
Maintenance 🔧
* Move `tests/` to project root by jessegrabowski in https://github.com/pymc-devs/pymc-experimental/pull/361
* Fix autoreparam because dims are no longer static by ferrine in https://github.com/pymc-devs/pymc-experimental/pull/363
* Update pre-commit by jessegrabowski in https://github.com/pymc-devs/pymc-experimental/pull/368

New Contributors
* carsten-j made their first contribution in https://github.com/pymc-devs/pymc-experimental/pull/345
* lucianopaz made their first contribution in https://github.com/pymc-devs/pymc-experimental/pull/377

**Full Changelog**: https://github.com/pymc-devs/pymc-experimental/compare/v0.1.1...v0.1.2

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

What's Changed
New Features 🎉
* Use vectorize in `finite_discrete_marginal_rv_logp` by ricardoV94 in https://github.com/pymc-devs/pymc-experimental/pull/337
* Allow creating MarginalModel from existing Model by ricardoV94 in https://github.com/pymc-devs/pymc-experimental/pull/333
Maintenance 🔧
* Delete warnings for graduated functionality by ricardoV94 in https://github.com/pymc-devs/pymc-experimental/pull/334


**Full Changelog**: https://github.com/pymc-devs/pymc-experimental/compare/v0.1.0...v0.1.1

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

What's Changed
Major Changes 🛠
* Handle new pymc and pytensor releases by jessegrabowski in https://github.com/pymc-devs/pymc-experimental/pull/329
* Bug fixes for `statespace` by jessegrabowski in https://github.com/pymc-devs/pymc-experimental/pull/326


**Full Changelog**: https://github.com/pymc-devs/pymc-experimental/compare/v0.0.18...v0.1.0

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

What's Changed
New Features 🎉
* Support HMM via marginalization of DiscreteMarkovChain by ricardoV94 in https://github.com/pymc-devs/pymc-experimental/pull/257
* Improve API for ProjectedProcess GP by AlexAndorra in https://github.com/pymc-devs/pymc-experimental/pull/313
Maintenance 🔧
* Depreciate duplicate functions in `statespace` by jessegrabowski in https://github.com/pymc-devs/pymc-experimental/pull/308
* Update for PyMC v5.11 by zaxtax in https://github.com/pymc-devs/pymc-experimental/pull/320

New Contributors
* AlexAndorra made their first contribution in https://github.com/pymc-devs/pymc-experimental/pull/313

**Full Changelog**: https://github.com/pymc-devs/pymc-experimental/compare/v0.0.17...v0.0.18