0.0.1

What's Changed

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

New Contributors

• @yannmclatchie made their first contribution in #1
• @aloctavodia made their first contribution in #3
• @nsiccha made their first contribution in #12

Full Changelog: https://github.com/bambinos/kulprit/commits/0.0.1