Aemcmc

What's Changed
* Updates for new valued/bound variables in AePPL by brandonwillard in https://github.com/aesara-devs/aemcmc/pull/91
* Fix handling of constant inputs to `SubsumingElemwise` by brandonwillard in https://github.com/aesara-devs/aemcmc/pull/93
* Update pre-commit versions by rlouf in https://github.com/aesara-devs/aemcmc/pull/97
* Set up documentation by rlouf in https://github.com/aesara-devs/aemcmc/pull/95
* Update the README by rlouf in https://github.com/aesara-devs/aemcmc/pull/98
* Add Gitter badge and links to README by rlouf in https://github.com/aesara-devs/aemcmc/pull/100
* Add link to the roadmap in the documentation by rlouf in https://github.com/aesara-devs/aemcmc/pull/104
* Update CI setup and remove Python 3.7 by brandonwillard in https://github.com/aesara-devs/aemcmc/pull/94
* Add negative-binomial conjugate rewrite by xjing76 in https://github.com/aesara-devs/aemcmc/pull/105
* Update pre-commit hooks by github-actions in https://github.com/aesara-devs/aemcmc/pull/111
* Updates for new Aesara deprecations and AePPL version by brandonwillard in https://github.com/aesara-devs/aemcmc/pull/110

**Full Changelog**: https://github.com/aesara-devs/aemcmc/compare/v0.0.7...v0.0.8

What's Changed
* Add closed-form posterior for gamma-poisson observation model by rlouf in https://github.com/aesara-devs/aemcmc/pull/58
* Update `ShapeFeature` imports by brandonwillard in https://github.com/aesara-devs/aemcmc/pull/55
* Fix the mathematical expression for the loc-scale transform by rlouf in https://github.com/aesara-devs/aemcmc/pull/60
* Add the transformation between the inverse gamma and the exponential distributions by rlouf in https://github.com/aesara-devs/aemcmc/pull/67
* Sample remaining variables with the NUTS sampler by rlouf in https://github.com/aesara-devs/aemcmc/pull/68
* Make `construct_sampler` available in the `aemcmc` namespace by rlouf in https://github.com/aesara-devs/aemcmc/pull/72
* Update `pre-commit`, `black`, `flake8`, `isort`, `mypy` versions in pre-commit hooks by rlouf in https://github.com/aesara-devs/aemcmc/pull/74
* Add Student's t distribution to the location-scale family by rlouf in https://github.com/aesara-devs/aemcmc/pull/75
* Update NUTS to work with AePPL's new `joint_logprob` interface by rlouf in https://github.com/aesara-devs/aemcmc/pull/78
* Add examples to the README by rlouf in https://github.com/aesara-devs/aemcmc/pull/82
* Add support for nightly builds by rlouf in https://github.com/aesara-devs/aemcmc/pull/83
* Encapsulate the sampling steps using `OpFromGraph` by rlouf in https://github.com/aesara-devs/aemcmc/pull/76
* Update README with new `construct_sampler` interface by rlouf in https://github.com/aesara-devs/aemcmc/pull/87
* Update copyright years and author info in `setup.py` by brandonwillard in https://github.com/aesara-devs/aemcmc/pull/92


**Full Changelog**: https://github.com/aesara-devs/aemcmc/compare/v0.0.6...v0.0.7

What's Changed
* Change use of "opt[imize]" to "rewrite" by brandonwillard in https://github.com/aesara-devs/aemcmc/pull/53


**Full Changelog**: https://github.com/aesara-devs/aemcmc/compare/v0.0.5...v0.0.6

What's Changed
* Make `horseshoe_posterior` take and return non-reciprocal lambda and tau values by brandonwillard in https://github.com/aesara-devs/aemcmc/pull/51


**Full Changelog**: https://github.com/aesara-devs/aemcmc/compare/v0.0.4...v0.0.5

What's Changed
* Use the rule notation in docstring by rlouf in https://github.com/aesara-devs/aemcmc/pull/39
* Make `deterministic_vars` and `updates` optional in `ModelInfo` by rlouf in https://github.com/aesara-devs/aemcmc/pull/41
* Add relation for recentering and rescaling by rlouf in https://github.com/aesara-devs/aemcmc/pull/31
* Extend unittests for some distributions. by zoj613 in https://github.com/aesara-devs/aemcmc/pull/42
* Add a forward-filter backward-sampler by brandonwillard in https://github.com/aesara-devs/aemcmc/pull/44
* Add the NUTS sampler constructor by rlouf in https://github.com/aesara-devs/aemcmc/pull/35
* Add a function that constructs samplers by brandonwillard in https://github.com/aesara-devs/aemcmc/pull/45


**Full Changelog**: https://github.com/aesara-devs/aemcmc/compare/v0.0.3...v0.0.4

What's Changed
* Fix flaky tests by rlouf in https://github.com/aesara-devs/aemcmc/pull/32
* Add relation for the Beta-Binomial observation model by rlouf in https://github.com/aesara-devs/aemcmc/pull/29
* Add some general utilities and a README by brandonwillard in https://github.com/aesara-devs/aemcmc/pull/34
* Add a Gibbs sampler for the negative-binomial dispersion parameter by xjing76 in https://github.com/aesara-devs/aemcmc/pull/28

New Contributors
* brandonwillard made their first contribution in https://github.com/aesara-devs/aemcmc/pull/34
* xjing76 made their first contribution in https://github.com/aesara-devs/aemcmc/pull/28

**Full Changelog**: https://github.com/aesara-devs/aemcmc/compare/v0.0.2...v0.0.3