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@sarah-segel sarah-segel released this 08 May 13:21
· 314 commits to main since this release
v1.2
d496483
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Learn about vigilant mode.

Plugins

  • Add symbolic explanations plugin (#46).
  • It is now possible to view multiple unequal runs at once in Cost over Time and Pareto (#93).
  • Runs with unequal objectives cannot be displayed together.
  • Added an enum for displaying according warning messages.

Enhancements

  • Fix lower bounds of dependency versions.
  • Allow to load multi-objective SMAC3v2 and add example (#69).
  • Allow to load runs with multiple seeds and add examples (#70).
  • Correct incumbent calculation when single objective should be maximized.
  • Correct range of configuration cube slider for number of configs.
  • Do not disable existing loggers.
  • Update author email.
  • Add exit button which first deletes running jobs and then terminates DeepCave.
  • Nicer handling of Keyboard Interrupt.
  • Disable debug mode.
  • Save plotly plots in higher resolution upon download.
  • Get hovertext per budget in Footprint, Config Cube, Cost over Time, and Pareto Front.

Bug-Fixes

  • Fix missing objective specification in LPI evaluator (#71).
  • Don't convert BOHB runs with status 'running' (consistent with SMAC).
  • Fix api examples (#68).
  • Reset inputs to fix error when subsequently selecting runs with different configspaces, objectives or budgets (#106).
  • Fix errors due to changing inputs before runselection (#64).
  • For fANOVA, remove constant hyperparameters from configspace (#9).
  • When getting budget, objectives etc from multiple runs in Cost over Time and Pareto Front:
    • Instead of taking the first run as comparative value,
    • take the one with the lowest budget, else the index for the budgets could be out of bounds.
  • For PCP, show hyperparameters with highest importance closest to the cost, i.e. right (#124).
  • Add init files to all test directories.
  • Correct LPI importance tests.
  • Free port when exiting via the exit button (#52).

Documentation

  • Add How to Contribute section.
  • Expand documentation for partial dependence plugin.

Version-Updates

  • Black version from 23.1.0 to 23.3.0
  • Mypy from 0.930 to 1.5.1

Mypy

  • Updated args so there are no missing imports
  • Updated additional dependencies, so mypy can check all types
  • Note: If the installs in requirements change, it has to be adapted in additional dependencies
  • Added many type annotations
  • In some cases internal refactoring for variables, due to typing

Pydocstyle and Linter

  • Major overhaul of docstrings in various files
  • Removed unused imports and variables

Groups

  • Groups now get a default name, if no name was entered by the user.
  • Groups get sorted alphabetically to appear more ordered.

Additional Changes

  • Added a "make install examples" in Makefile
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