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@sarah-segel sarah-segel released this 21 Aug 13:54
· 104 commits to main since this release
v1.3
09f1c97
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Learn about vigilant mode.

Converters

  • Add support for AMLTK.
  • Add support for Optuna.
  • Add support for adding a run in DataFrame format (#137).
  • BOHB: Consider missing state as valid state as state is not provided by default (#65).

Version-Updates

  • ConfigSpace from 0.6.1 to 1.2.0
  • Numpy from 1.26.4 to 2.0.1
  • pyPDPPartitioner from to 0.1.8 to 0.1.9

Ablation Paths Plugin

  • Added ablation paths as a plugin.
  • Added ablation as a evaluator to use for the plugin.
  • Added tests as well as documentation.
  • Modified the RandomForest surrogate model, so it can be passed the number of trees.

Move plugins

  • Moved the Configuration cube and the parallel coordinates plugin from objective to hyperparameter.
  • Changed layout accordingly as well as the documentation.

Bug-Fixes

  • Upgrade pyPDPPartitioner to 0.1.9 as a requirement which fixes a bug related to copying config space objects (#111).

Quality of Life

  • Update the documentation to reflect the new changes.
  • Disable warnings during RunHandler initialization to avoid showing warnings with respect to previously loaded runs.
  • Remove option to use docker (not yet supported).
  • Add SMAC3v2 multi-fidelity example runs.
  • Add more useful SMAC3v2 multi-objective example run.
  • Remove defective matplotlib button and associated functionalities.
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