What's Changed
* Update data handling to use ``dataclasses`` by yannmclatchie in https://github.com/bambinos/kulprit/pull/2
* Fix posterior predictions and implement KL divergence surrogate by aloctavodia in https://github.com/bambinos/kulprit/pull/3
* Add dispersion parameter projection method by yannmclatchie in https://github.com/bambinos/kulprit/pull/4
* Redefine model size by yannmclatchie in https://github.com/bambinos/kulprit/pull/6
* Clean up structure of ``utils`` by yannmclatchie in https://github.com/bambinos/kulprit/pull/7
* Improve submodel ``idata`` creation by yannmclatchie in https://github.com/bambinos/kulprit/pull/9
* added az.compare by nsiccha in https://github.com/bambinos/kulprit/pull/12
* Refactor class structure by yannmclatchie in https://github.com/bambinos/kulprit/pull/11
* Add forward search by yannmclatchie in https://github.com/bambinos/kulprit/pull/13
* Improve test docs by yannmclatchie in https://github.com/bambinos/kulprit/pull/14
* Add plotting option to `loo_compare` method by yannmclatchie in https://github.com/bambinos/kulprit/pull/15
* Add plot_kwargs to loo_compare by aloctavodia in https://github.com/bambinos/kulprit/pull/16
* Improve contributing docs by yannmclatchie in https://github.com/bambinos/kulprit/pull/17
* Update docs by yannmclatchie in https://github.com/bambinos/kulprit/pull/18
* Restructure tutorials by yannmclatchie in https://github.com/bambinos/kulprit/pull/19
* Use MSE as KL divergence surrogate by yannmclatchie in https://github.com/bambinos/kulprit/pull/21
* update to run with PyMC v4 by aloctavodia in https://github.com/bambinos/kulprit/pull/20
* Improve handling of dispersion transformed variables by aloctavodia in https://github.com/bambinos/kulprit/pull/22
* Add L1 search by yannmclatchie in https://github.com/bambinos/kulprit/pull/23
* Improved PyTorch optimisation by yannmclatchie in https://github.com/bambinos/kulprit/pull/24
* simplify posterior_to_points by aloctavodia in https://github.com/bambinos/kulprit/pull/25
* fix posterior iteration by aloctavodia in https://github.com/bambinos/kulprit/pull/26
* ADVI projections by yannmclatchie in https://github.com/bambinos/kulprit/pull/29
* Projection refactor by yannmclatchie in https://github.com/bambinos/kulprit/pull/27
* Project tuple by yannmclatchie in https://github.com/bambinos/kulprit/pull/32
* use inverse, pmf and set n by aloctavodia in https://github.com/bambinos/kulprit/pull/33
* Add more observation families to ``kulprit`` by yannmclatchie in https://github.com/bambinos/kulprit/pull/34
* order plot from larger to smaller model by aloctavodia in https://github.com/bambinos/kulprit/pull/37
* add custom ELPD plot by aloctavodia in https://github.com/bambinos/kulprit/pull/38
* Add tutorials by yannmclatchie in https://github.com/bambinos/kulprit/pull/36
* Clean by aloctavodia in https://github.com/bambinos/kulprit/pull/39
* add req-docs update readme by aloctavodia in https://github.com/bambinos/kulprit/pull/40
* refactor and change optimization by aloctavodia in https://github.com/bambinos/kulprit/pull/41
* fix docs by aloctavodia in https://github.com/bambinos/kulprit/pull/42
* fix bug log_likelihood computation, add bernoulli family by aloctavodia in https://github.com/bambinos/kulprit/pull/44
* remove changelog as we use autogenerated changes by aloctavodia in https://github.com/bambinos/kulprit/pull/45
* robustify optimization by aloctavodia in https://github.com/bambinos/kulprit/pull/46
* refactor and improve plots by aloctavodia in https://github.com/bambinos/kulprit/pull/47
* update docs, fix bug plots by aloctavodia in https://github.com/bambinos/kulprit/pull/48
* fix mathjax issue, update docs by aloctavodia in https://github.com/bambinos/kulprit/pull/49
* add github action for releases by aloctavodia in https://github.com/bambinos/kulprit/pull/50
New Contributors
* yannmclatchie made their first contribution in https://github.com/bambinos/kulprit/pull/1
* aloctavodia made their first contribution in https://github.com/bambinos/kulprit/pull/3
* nsiccha made their first contribution in https://github.com/bambinos/kulprit/pull/12
**Full Changelog**: https://github.com/bambinos/kulprit/commits/0.0.1