Add emcee Bayesian sampler with resumable runs

[AndrewSazonov]

No description provided.

[codecov]

Codecov Report

❌ Patch coverage is 79.06977% with 270 lines in your changes missing coverage. Please review.
✅ Project coverage is 85.47%. Comparing base (67c842e) to head (57f63a7).
⚠️ Report is 1 commits behind head on develop.

Files with missing lines	Patch %	Lines
src/easydiffraction/analysis/minimizers/emcee.py	71.79%	117 Missing and 46 partials ⚠️
src/easydiffraction/analysis/analysis.py	75.82%	31 Missing and 13 partials ⚠️
src/easydiffraction/analysis/fitting.py	72.72%	7 Missing and 5 partials ⚠️
src/easydiffraction/utils/logging.py	40.00%	10 Missing and 2 partials ⚠️
src/easydiffraction/utils/utils.py	69.69%	7 Missing and 3 partials ⚠️
...c/easydiffraction/analysis/fit_helpers/bayesian.py	87.83%	1 Missing and 8 partials ⚠️
...sydiffraction/analysis/fit_helpers/_diagnostics.py	91.52%	2 Missing and 3 partials ⚠️
src/easydiffraction/analysis/minimizers/base.py	75.00%	3 Missing and 1 partial ⚠️
src/easydiffraction/display/progress.py	93.93%	2 Missing and 2 partials ⚠️
.../easydiffraction/analysis/fit_helpers/reporting.py	94.11%	1 Missing and 1 partial ⚠️
... and 3 more

Additional details and impacted files

@@             Coverage Diff             @@
##           develop     #182      +/-   ##
===========================================
- Coverage    85.94%   85.47%   -0.47%     
===========================================
  Files          209      213       +4     
  Lines        15800    16896    +1096     
  Branches      1834     1965     +131     
===========================================
+ Hits         13579    14442     +863     
- Misses        1524     1688     +164     
- Partials       697      766      +69     

Flag	Coverage Δ
integration	71.36% <67.90%> (-0.39%)	⬇️
unittests	78.30% <69.53%> (-0.56%)	⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

Files with missing lines	Coverage Δ
...tion/analysis/categories/fit_parameters/default.py	100.00% <100.00%> (ø)
...raction/analysis/categories/fit_result/bayesian.py	100.00% <100.00%> (ø)
...ydiffraction/analysis/categories/fit_result/lsq.py	100.00% <100.00%> (ø)
...fraction/analysis/categories/minimizer/__init__.py	100.00% <100.00%> (ø)
...ydiffraction/analysis/categories/minimizer/base.py	83.67% <100.00%> (+0.34%)	⬆️
...rc/easydiffraction/analysis/minimizers/__init__.py	100.00% <100.00%> (ø)
...ydiffraction/analysis/minimizers/emcee_defaults.py	100.00% <100.00%> (ø)
src/easydiffraction/analysis/minimizers/enums.py	100.00% <100.00%> (ø)
src/easydiffraction/analysis/sequential.py	83.04% <100.00%> (+0.03%)	⬆️
...easydiffraction/datablocks/experiment/item/base.py	83.75% <100.00%> (+1.34%)	⬆️
... and 17 more

... and 3 files with indirect coverage changes

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