Pymc-experimental

<!-- 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

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

What's Changed
Maintenance 🔧
* Adapt PyMC 5.10.0 breaking changes by HasnainRaz in https://github.com/pymc-devs/pymc-experimental/pull/272


**Full Changelog**: https://github.com/pymc-devs/pymc-experimental/compare/v0.0.14...v0.0.15

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

What's Changed
New Features 🎉
* Implement Skellam distribution by wd60622 in https://github.com/pymc-devs/pymc-experimental/pull/260
* Implement BetaNegativeBinomial distribution by wd60622 in https://github.com/pymc-devs/pymc-experimental/pull/258
* Implement Maxwell Distribution by wd60622 in https://github.com/pymc-devs/pymc-experimental/pull/261
* Blackjax SMC from pymc models by ciguaran in https://github.com/pymc-devs/pymc-experimental/pull/267
* Add `as_model` decorator by theorashid in https://github.com/pymc-devs/pymc-experimental/pull/268
Bugfixes 🪲
* Set data when building Linearmodel by pdb5627 in https://github.com/pymc-devs/pymc-experimental/pull/249
Maintenance 🔧
* Fix pymc module usage in KL by HasnainRaz in https://github.com/pymc-devs/pymc-experimental/pull/265
* Update r2d2m2cp.py by ferrine in https://github.com/pymc-devs/pymc-experimental/pull/245

New Contributors
* wd60622 made their first contribution in https://github.com/pymc-devs/pymc-experimental/pull/260
* HasnainRaz made their first contribution in https://github.com/pymc-devs/pymc-experimental/pull/265
* ciguaran made their first contribution in https://github.com/pymc-devs/pymc-experimental/pull/267
* theorashid made their first contribution in https://github.com/pymc-devs/pymc-experimental/pull/268

**Full Changelog**: https://github.com/pymc-devs/pymc-experimental/compare/v0.0.13...v0.0.14