Oreum-core

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

What's Changed
New Features 🚀
* Minor updates for usability by jonsedar in https://github.com/oreum-industries/oreum_core/pull/97
clarify fqns etc in BaseFileIO
overhauled BaseFileIO and ModelIO to expect paths
rewrite output_data_dict
improve model plotting to handle nD
redesign get_log_jcd_scalar
create get_log_jcd_scan

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

What's Changed
New Features 🚀
* Improve pypi publish workflow by jonsedar in https://github.com/oreum-industries/oreum_core/pull/96


**Full Changelog**: https://github.com/oreum-industries/oreum_core/compare/v0.5.1...v0.5.2

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

What's Changed
Maintenance 💻
* Update package publish workflow by jonsedar in https://github.com/oreum-industries/oreum_core/pull/95


**Full Changelog**: https://github.com/oreum-industries/oreum_core/compare/v0.5.0...v0.5.1

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

What's Changed

Breaking Changes 🛠
* Major updates to use pymc v5 (includes new usage of pytensor, arviz etc)
* Removed a suite of no-longer needed distributions
* The core Bayesian model workflow works, but there may be some rough edges in the lesser used functions - beware!

New Features 🚀
* Major upgrades to python v3.10 and pymc v5 by jonsedar in https://github.com/oreum-industries/oreum_core/pull/93
Maintenance 💻
* Bump actions/checkout from 3 to 4 by dependabot in https://github.com/oreum-industries/oreum_core/pull/94

New Contributors
* dependabot made their first contribution in https://github.com/oreum-industries/oreum_core/pull/94

**Full Changelog**: https://github.com/oreum-industries/oreum_core/compare/v0.4.19...v0.5.0

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

What's Changed
New Features 🚀
* set ref_vals as kwargs by jonsedar in https://github.com/oreum-industries/oreum_core/pull/92


**Full Changelog**: https://github.com/oreum-industries/oreum_core/compare/v0.4.18...v0.4.19

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

What's Changed
New Features 🚀
+pinned arviz to address netcdf4 issues on Docker
+ Minor non functional updates by jonsedar in https://github.com/oreum-industries/oreum_core/pull/91
+ updated some docstrings failing interrogate
+ removed dependency on `regex` package
+ added join filter to plot_trace
+ added ref_vals to pairplot and dealt with inconsistent arviz naming