Prepare Release 0.5.8

[PaulJonasJost]

Changelog:

• Optimization
  • Unified interface for x0 parameter (Unified Interface: x0 #1654)
  • Unified interface for maxiter and maxeval parameters (Unified interface: maxiter, maxeval #1648)
  • Unified interface for time limits across optimizers (Added a unified interface for setting time limits across all optimizers #1638)
  • Make DlibOptimizer solver_epsilon configurable (Make DlibOptimizer solver_epsilon configurable #1637)
  • Verbosity for CMA optimizer, producing no more outputfiles per default (Default verbosity #1656)
  • Fix startpoint selection and neval in scatter search (Fix startpoint selection and neval in scatter search #1644)
• Visualize
  • Fix waterfall axis bug (Small Waterfall Fix #1640)
• Ensemble
  • Fix Plotting uf UMAP and PCA (Ensemble: fix dataset umap pca cov #1628)
• Store
  • Updated HDF5 loading (Updated HDF5 loading #1636)
• Sampling
  • Add support for sampling parameter values from prior distributions (Prior sample #1622)
• Documentation
  • Reintroduce pymc to documentation (Reintroduce pymc to documentation #1643)

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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 84.34%. Comparing base (bc7d89a) to head (572eaee).
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Additional details and impacted files

@@             Coverage Diff             @@
##           develop    #1666      +/-   ##
===========================================
- Coverage    84.37%   84.34%   -0.03%     
===========================================
  Files          164      164              
  Lines        14320    14320              
===========================================
- Hits         12082    12078       -4     
- Misses        2238     2242       +4     

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[Doresic]

Looks good
Everything seems to be there

[vwiela]

Looks good to me.