Oreum-core

+ [x] Improved facetplot_krushke
+ [x] Improved pairplot_corr
+ [x] Improved forestplots
+ [x] tidyup unused imports
+ [x] added post_env_install for local dev
+ [x] added 3rd party licences output for local dev

+ [x] added logging throughout and removed print statements
+ [x] switched on the precommit check for print statements
+ [x] suppressed / managed chatty pymc printouts
+ [x] minor updates to az.summary
+ [x] minor updates to file handling / idata writing

+ [x] Created new `model.plot.plot_trace()`
+ [x] Improved file handing and model plot saving

+ [x] removed unused packages: dask, pillow, statsmodels, sqlalchemy
+ [x] clarified reqs w.r.t mamba install MKL

+ [x] made sample stepper explicit
+ [x] minor improvements to model plotting
+ [x] minor improvements to eda describe, display

No great changes from v0.4.0 just a general tidyup