Pymc-extras

<!-- 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

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

What's Changed
Major Changes 🛠
* Use model variables named "sigma" as standard deviations rather than variances by jessegrabowski in https://github.com/pymc-devs/pymc-experimental/pull/296
* Statespace: Don't automatically save statespace matrices as `Deterministic` variables by jessegrabowski in https://github.com/pymc-devs/pymc-experimental/pull/302
Bugfixes 🪲
* Fix MarginalModel with Data containers by ricardoV94 in https://github.com/pymc-devs/pymc-experimental/pull/304

New Contributors
* pre-commit-ci made their first contribution in https://github.com/pymc-devs/pymc-experimental/pull/299

**Full Changelog**: https://github.com/pymc-devs/pymc-experimental/compare/v0.0.16...v0.0.17

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

What's Changed
New Features 🎉
* Variationally Informed Parameterization by ferrine in https://github.com/pymc-devs/pymc-experimental/pull/276
* Implement utility to recover marginalized variables from `MarginalModel` by zaxtax in https://github.com/pymc-devs/pymc-experimental/pull/285
Bugfixes 🪲
* Bugfixes for `statespace/models/structural.py` by jessegrabowski in https://github.com/pymc-devs/pymc-experimental/pull/287
* Fix initial state size in CycleComponent by jessegrabowski in https://github.com/pymc-devs/pymc-experimental/pull/288
Maintenance 🔧
* Pass coords argument into as_model decorator by zaxtax in https://github.com/pymc-devs/pymc-experimental/pull/282

New Contributors
* zaxtax made their first contribution in https://github.com/pymc-devs/pymc-experimental/pull/282

**Full Changelog**: https://github.com/pymc-devs/pymc-experimental/compare/v0.0.15...v0.0.16