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SMAC3 v0.4.0

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@mfeurer mfeurer released this 04 Apr 08:03
  • ADD #204: SMAC now always saves runhistory files as runhistory.json.
  • MAINT #205: the SMAC repository now uses codecov.io instead of coveralls.io.
  • ADD #83: support of ACLIB 2.0 parameter configuration space file.
  • FIX #206: instances are now explicitly cast to str. In case no instance is
    given, a single None is used, which is not cast to str.
  • ADD #200: new convenience function to retrieve an X, y representation
    of the data to feed it to a new fANOVA implementation.
  • MAINT #198: improved pSMAC interface.
  • FIX #201: improved handling of boolean arguments to SMAC.
  • FIX #194: fixes adaptive capping with re-occurring configurations.
  • ADD #190: new argument intensification_percentage.
  • ADD #187: better dependency injection into main SMAC class to avoid
    ill-configured SMAC objects.
  • ADD #161: log scenario object as a file.
  • ADD #186: show the difference between old and new incumbent in case of an
    incumbent change.
  • MAINT #159: consistent naming of loggers.
  • ADD #128: new helper method to get the target algorithm evaluator.
  • FIX #165: default value for par = 1.
  • MAINT #153: entries in the trajectory logger are now named tuples.
  • FIX #155: better handling of SMAC shutdown and crashes if the first
    configuration crashes.