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Version 0.12.0

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@mfeurer mfeurer released this 08 Dec 13:16
· 359 commits to master since this release
v0.12.0
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Learn about vigilant mode.

Version 0.12.0

  • BREAKING: Auto-sklearn must now be guarded by __name__ == "__main__" due to the use of the spawn multiprocessing context.
  • ADD #1026: Adds improved meta-data for Auto-sklearn 2.0 which results in strong improved performance.
  • MAINT #984 and #1008: Move to scikit-learn 0.23.X
  • MAINT #1004: Move from travis-ci to github actions.
  • MAINT 8b67af6: drop the requirement to the lockfile package.
  • FIX #990: Fixes a bug that made Auto-sklearn fail if there are missing values in a pandas DataFrame.
  • FIX #1007, #1012 and #1014: Log multiprocessing output via a new log server. Remove several potential deadlocks related to the joint use of multi-processing, multi-threading and logging.

Contributors v0.12.0

  • Matthias Feurer
  • ROHIT AGARWAL
  • Francisco Rivera
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